OPTEC - K.U.Leuven Center of Excellence: Optimization in Engineering

IT (Articles in internationally reviewed academic journals)

Van den Bosch, T., Valentin, L., Van Schoubroeck, D., Luts, J., Bignardi, T., Condous, G., Epstein, E., Leone, F., Testa, A., Van Huffel, S., Bourne, T., Timmerman, D. (2012). The detection of intracavitary uterine pathology using off-line analysis of 3-dimensional ultrasound volumes: interobserver agreement and diagnostic accuracy. Ultrasound in Obstetrics & Gynecology, epub ahead of print, art.nr. 10.1002/uog.11163.

Van Holsbeke, C., Van Calster, B., Bourne, T., Ajossa, S., Testa, A., Guerriero, S., Fruscio, R., Lissoni, A., Czekierdowski, A., Savelli, L., Van Huffel, S., Valentin, L., Timmerman, D. (2012). External validation of diagnostic models to estimate the risk of malignancy in adnexal masses. Clinical Cancer Research, 18 (3), 815-825.

Widjaja, D., Varon Perez, J., Caicedo Dorado, A., Suykens, J., Van Huffel, S. (2012). Application of Kernel principal component analysis for single lead ECG-derived respiration. IEEE Transactions on Biomedical Engineering, 59 (4), 1169-1176.

Despotovic, I., Perumpillichira, J., De Vos, M., Hallez, H., Deburchgraeve, W., Govaert, P., Lequin, M., Visser, G., Swarte, R., Vansteenkiste, E., Van Huffel, S., Philips, W. (2012). Relationship of EEG sources of neonatal seizures to acute perinatal brain lesions seen on MRI : a pilot study. Human Brain Mapping, accepted.

Vandeput, S., Bart Verheyden, B., Aubert, A., Van Huffel, S. (2012). Nonlinear heart rate dynamics : circadian profile and influence of age and gender. Medical Engineering & Physics, 34 (1), 108-117.

Luts, J., Molenberghs, G., Verbeke, G., Van Huffel, S., Suykens, J. (2012). A mixed effects least squares support vector machine model for classification of longitudinal data. Computational Statistics & Data Analysis, 56 (3), 611-628.

Mijovic, B., Vanderperren, K., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Wagemans, J., Sunaert, S., Van Huffel, S., De Vos, M. (2012). The “Why” and “How” of JointICA: Results from a visual detection task. NeuroImage, 60 (2), 1171-1185.

Van Calster, B., Van Belle, V., Vergouwe, Y., Timmerman, D., Van Huffel, S., Steyerberg, E. (2012). Extending the c-statistic to nominal polytomous outcomes : The polytomous discrimination index. Statistics in Medicine, accepted.

Vanderperren, K., Mijovic, B., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Wagemans, J., Van Huffel, S., De Vos, M. (2012). Single trial ERP reading based on Parallel Factor Analysis. Psychophysiology, in press.

Van Belle, V., Van Calster, B., Timmerman, D., Bourne, T., Bottomley, C., Valentin, L., Neven, P., Van Huffel, S., Suykens, J., Boyd, S. (2012). A mathematical model for interpretable clinical decision support with applications in gynecology. PLoS One, 7 (3), 1-10.

Pexsters, A., Luts, J., Van Schoubroeck, D., Bottomley, C., Van Calster, B., Van Huffel, S., Abdallah, Y., D'Hooghe, T., Lees, C., Timmerman, D., Bourne, T. (2011). Clinical implications of intra- and inter-observer reproducibility of first trimester measurements performed with transvaginal ultrasound between 6 and 9 weeks gestation. Ultrasound in Obstetrics & Gynecology, 38 (5), 510-515.

Taelman, J., Vandeput, S., Vlemincx, E., Spaepen, A., Van Huffel, S. (2011). Instantaenous changes in heart rate regulation due to mental load in simulated office work. European Journal of Applied Physiology, 111 (7), 1497-1505.

vandorpe, T., Smeets, A., Van Calster, B., Van Hoorde, K., Leunen, K., Amant, F., Moerman, P., Deraedt, K., Brouckaert, O., Van Huffel, S., Wildiers, H., Christiaens, M., Neven, P. (2011). Lobular and non-lobular breast cancers differ regarding axillary lymph node metastasis : a cross-sectional study on 4,292 consecutive patients. Breast Cancer Research and Treatment, 128 (2), 429-435.

Bottomley, C., Van Belle, V., Pexsters, A., Papageorghiou, A., Mukri, F., Kirk, E., Van Huffel, S., Timmerman, D., Bourne, T. (2011). A model and scoring system to predict outcome of intrauterine pregnancies of uncertain viability. Ultrasound in Obstetrics & Gynecology, 37 (5), art.nr. 10.1002/uog.9007, 588-95.

Van den Bosch, T., Van Schoubroeck, D., Luts, J., Bignardi, T., Condous, G., Epstein, E., Leone, F., Testa, A., Valentin, L., Van Huffel, S., Bourne, T., Timmerman, D. (2011). The effect of gel instillation sonography on Doppler ultrasound findings in endometrial polyps. Ultrasound in Obstetrics & Gynecology, 38 (3), art.nr. 10.1002/uog.9043, 355-359.

Valentin, L., Ameye, L., Savelli, L., Fruscio, R., Leone, F., Czekierdowski, A., Lissoni, A., Fischerova, D., Guerriero, S., Van Holsbeke, C., Van Huffel, S., Timmerman, D. (2011). Adnexal masses difficult to classify as benign or malignant using subjective assessment of gray scale and Doppler ultrasound findings: logistic regression models do not help. Ultrasound in Obstetrics & Gynecology, 38, art.nr. 10.1002/uog.9030, 456-465.

Kirk, E., Van Calster, B., Condous, G., Papageorghiou, A., Gevaert, O., Van Huffel, S., De Moor, B., Timmerman, D., Bourne, T. (2011). Ectopic pregnancy : using the hCG ratio to select women for expectant or medical management. Acta Obstetricia et Gynecologica Scandinavica, 90 (3), 264-272.

Van Calster, B., Van Ginderachter, J., Vlasselaer, J., Van de Putte, G., Berteloot, P., Timmerman, D., Depypere, H., Blomme, C., Vlaemynck, G., de Jonge, E., Van den Broecke, R., Vergote, I., Amant, F., Van Huffel, S., Neven, P. (2011). Uterine and quality of life changes in postmenopausal women with an asymptomatic tamoxifen-thickened endometrium randomized to continuation of tamoxifen or switching to anastrozole. Menopause, 18 (2), 224-229.

Caicedo Dorado, A., De Smet, D., Naulaers, G., Ameye, L., Vanderhaegen, J., Lemmers, P., van Bel, F., Van Huffel, S. (2011). Cerebral tissue oxygenation and regional oxygen saturation can be used to study cerebral autoregulation in prematurely born infants. Pediatric Research, 69 (6), 548-553.

Novitskiy, N., Ramautar, J., Vanderperren, K., De Vos, M., Mennes, M., Mijovic, B., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Van Huffel, S., Wagemans, J. (2011). The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task. NeuroImage, 54 (2), 824-835.

Werbrouck, E., Veldman, J., Luts, J., Van Huffel, S., Van Schoubroeck, D., Timmerman, D., Van den Bosch, T. (2011). Detection of endometrial pathology using saline infusion sonography versus gel instillation sonography: a prospective cohort study. Fertility and sterility, 95 (1), 285-288.

Osorio Garcia, M., Sima, D., Nielsen, F., Himmelreich, U., Van Huffel, S. (2011). Quantification of magnetic resonance spectroscopy signals with lineshape estimation. Journal of Chemometrics, 25 (4), 183-192.

Postma, G., Luts, J., Idema, A., Julia-Sape, M., Moreno-Torres, A., Gajewicz, W., Suykens, J., Heerschap, A., Van Huffel, S., Buydens, L. (2011). On the relevance of automatically selected single voxel MRS and multimodal MRI and MRSI features for brain tumour differentation. Computers in Biology and Medicine, 41 (2), 87-97.

De la Marche, W., Noens, I., Luts, J., Scholte, E., Van Huffel, S., Steyaert, J. (2011). Quantitative autism traits in first degree relatives: Evidence for the broader autism phenotype in fathers, but not in mothers and siblings. Autism, 1-14.

Ishteva, M., Absil, P., Van Huffel, S., De Lathauwer, L. (2011). Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme. SIAM Journal on Matrix Analysis and Applications, 32 (1), 115-132.

Luts, J., Roldan Nofuentes, J., Luna del Castillo, J., Van Huffel, S. (2011). Asymptotic hypothesis test to compare likelihood ratios of multiple diagnostic tests in unpaired designs. Journal of Statistical Planning and Inference, 141 (11), 3578-3594.

Saez, C., Garcia-Gomez, J., Vicente, J., Tortajada, S., Luts, J., Dupplaw, D., Van Huffel, S., Robles, M. (2011). A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents. The Knowledge Engineering Review, 26 (3), 283-301.

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2011). Learning Transformation Models for Ranking and Survival Analysis. Journal of Machine Learning Research, 12, 819-862.

Van Belle, V., Pelckmans, K., Van Huffel, S., Suykens, J. (2011). Improved performance on high-dimensional survival data using survival SVM. Bioinformatics, 27 (1), 87-94.

Hnetynkova, I., Plesinger, M., Sima, D., Strakos, Z., Van Huffel, S. (2011). The total least squares problem in B. A new classification with the relationship to the classical works. SIAM Journal on Matrix Analysis and Applications, 32 (3), 748-770.

De Vos, M., Deburchgraeve, W., Cherian, P., Matic, V., Swarte, R., Visser, G., Govaert, P., Van Huffel, S. (2011). Automated artifact removal as preprocessing refines neonatal seizure. Clinical Neurophysiology, 2345-2354.

Van Belle, V., Pelckmans, K., Van Huffel, S., Suykens, J. (2011). Support vector methods for survival analysis : a comparison between ranking and regression approaches. Artificial Intelligence in Medicine, 53 (2), 107-118.

Van Calster, B., Valentin, L., Van Holsbeke, C., Zhang, J., Jurkovic, D., Lissoni, A., Testa, A., Czekierdowski, A., Fischerova, D., Domali, E., Van De Putte, G., Vergote, I., Van Huffel, S., Bourne, T., Timmerman, D. (2011). A novel approach to predict the likelihood of specific ovarian tumor pathology based on serum CA-125 : a multicenter observational study. Cancer Epidemiology, Biomarkers & Prevention, 20 (11), 2420-2428.

Van Belle, V., Decock, J., Hendrickx, W., Brouckaert, O., Pintens, S., Moerman, P., Wildiers, H., Paridaens, R., Christiaens, M., Van Huffel, S., Neven, P. (2011). Short term prognostic index for breast cancer : NPI or Lpi. Pathology Research International, 1-7.

Croitor Sava, A., Martinez-Bisbal, M., Van Huffel, S., Cerda, J., Sima, D., Celda, B. (2011). Ex vivo high resolution magic angle spinning metabolic profiles describe intratumoral histopathological tissue properties in adult human gliomas. Magnetic Resonance in Medicine, 65, 320-328.

Osorio Garcia, M., Sima, D., Nielsen, F., Dresselaers, T., Van Leuven, F., Himmelreich, U., Van Huffel, S. (2011). Quantificatioin of in vivo 1H magnetic resonance spectroscopy (MRS) signals with baseline and lineshape estimation. Measurement Science & Technology, 22 (11), 114011-114011.

Timmerman, D., Ameye, L., Fischerova, D., Epstein, E., Melis, G., Guerriero, S., Van Holsbeke, C., Savelli, L., Fruscio, R., Lissoni, A., Testa, A., Veldman, J., Vergote, I., Van Huffel, S., Bourne, T., Valentin, L. (2011). Simple ultrasound rules to distinguish between benign and malignant adnexal masses before surgery: prospective validation by IOTA group. BMJ - British Medical Journal, 341, art.nr. 10.1136/bmj.c6839, c6839.

Croitor Sava, A., Martinez-Bisbal, M., Laudadio, T., Piquer, J., Celda, B., Heerschap, A., Sima, D., Van Huffel, S. (2011). Fusing in vivo and ex vivo NMR sources of information for brain tumor classification. Measurement Science & Technology, 22 (11), 114012-114012.

Taelman, J., Vanderhaegen, J., Robijns, M., Naulaers, G., Spaepen, A., Van Huffel, S. (2011). Estimation of muscle fatigue using surface electromyography and near-infrared spectroscopy. Advances in Experimental Medicine and Biology, 701, 353-359.

Cherian, P., Deburchgraeve, W., Swarte, R., De Vos, M., Govaert, P., Van Huffel, S., Visser, G. (2011). Validation of a new automated neonatal seizure detection system : a clinician's perspective. Clinical Neurophysiology, 1490-1499.

De Vos, M., De Lathauwer, L., Van Huffel, S. (2011). Spatially Constrained ICA algorithms with applications in EEG processing. Signal Processing, 91 (8), 1963-1972.

Jansen, K., Vandeput, S., Milosevic, M., Ceulemans, B., Van Huffel, S., Brown, L., Penders, J., Lagae, L. (2011). Autonomic effects of refractory epilepsy on heart rate variability. Influence of intermittent vagus nerve stimulation. Developmental Medicine and Child Neurology, 53 (12), 1143-1149.

Mosconi, E., Fontanella, M., Sima, D., Van Huffel, S., Fiorini, S., Sbarbati, A., Marzola, P. (2011). Investigation of adipose tissues in Zucker rats using in vivo and ex vivo Magnetic Resonance Spectroscopy. Journal of Lipid Research, 52 (2), 330-336.

Timmerman, D., Ameye, L., Fischerova, D., Epstein, E., Benedertto Melis, G., Guerriero, S., Van Holsbeke, C., Savelli, L., Fruscio, R., Lissoni, A., Testa, A., Veldman, J., Vergote, I., Van Huffel, S., Bourne, T., Valentin, L. (2010). Simple ultrasound rules to distinguish between benign and malignant adnexal masses before surgery: prospective validation by IOTA group. BMJ - British Medical Journal, 341, c6839-c6839.

Mijovic, B., Silva, M., Van den Bergh, B., Allegaert, K., Aerts, J., Berckmans, D., Van Huffel, S. (2010). Assessment of pain expression in infant cry signals using Empirical Mode Decomposition. Methods of Information in Medicine, 49 (5), 448-452.

Van Belle, V., Van Calster, B., Brouckaert, O., Vanden Bempt, I., Pintens, S., Harvey, V., Murray, P., Naume, B., Wiedswang, G., Paridaens, R., Moerman, P., Amant, F., Leunen, K., Smeets, A., Drijkoningen, M., Wildiers, H., Christiaens, R., Vergote, I., Van Huffel, S., Neven, P. (2010). Qualitative assessment of the progesterone receptor and HER2 improves the Nottingham Prognostic Index up to 5 years after breast cancer diagnosis. Journal of Clinical Oncology, 28 (27), 4129-4134.

Timmerman, D., Van Calster, B., Testa, A., Guerriero, S., Fischerova, D., Lissoni, A., Van Holsbeke, C., Fruscio, R., Czekierdowski, A., Jurkovic, D., Savelli, L., Vergote, I., Bourne, T., Van Huffel, S., Valentin, L. (2010). Ovarian cancer prediction in adnexal masses using ultrasound based logistic regression models: a temporal and external validation study by the IOTA group. Ultrasound in Obstetrics & Gynecology, 36 (2), 226-234.

Cuppens, K., Lagae, L., Ceulemans, B., Van Huffel, S., Vanrumste, B. (2010). Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy. Medical and Biological Engineering and Computing, 48 (9), 923-931.

Assecondi, S., Vanderperren, K., Novitskiy, N., Ramautar, J., Fias, W., Staelens, S., Stiers, P., Sunaert, S., Van Huffel, S., Lemahieu, I. (2010). Effect of the static magnetic field of the MR-scanner on ERPs: evaluation of visual, cognitive and motor potentials. Clinical Neurophysiology, 121 (5), 672-685.

Van Holsbeke, C., Van Belle, V., Leone, F., Guerriero, S., Paladini, D., Melis, G., Greggi, S., Fischerova, D., de Jonge, E., Neven, P., Bourne, T., Valentin, L., Van Huffel, S., Timmerman, D. (2010). Prospective external validation of the ovarian crescent sign as a single ultrasound parameter to distinguish between benign and malignant adnexal pathology. Ultrasound in Obstetrics & Gynecology, 36 (1), 81-87.

Van Calster, B., Van Huffel, S. (2010). Integrated discrimination improvement and probability-sensitive AUC variants. Statistics in Medicine, 29 (2), 318-319.

Silva, M., Mijovic, B., Van den Bergh, B., Allegaert, K., Aerts, J., Van Huffel, S., Berckmans, D. (2010). Decoupling between fundamental frequency and energy envelope of neonate cries. Early Human Development, 86 (1), 35-40.

Vanderhaegen, J., Naulaers, G., Van Huffel, S., Vanhole, C., Allegaert, K. (2010). Cerebral and systemic hemodynamic effects of intravenous bolus administration of propofol in neonates. Neonatology, 98, 57-63.

Dimou, I., Van Calster, B., Van Huffel, S., Timmerman, D., Zervakis, M. (2010). Evaluation of imputation methods in ovarian tumor diagnostic models using generalized linear models and support vector machines. Medical Decision Making, 30 (1), 123-131.

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2010). Additive survival least squares support vector machines. Statistics in Medicine, 29 (2), 296-308.

Deburchgraeve, W., Cherian, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2010). Time Varying neonatal seizure localization. Methods of Information in Medicine, 49 (5), 473-478.

Markovsky, I., Sima, D., Van Huffel, S. (2010). Total least squares methods. WIREs Computational Statistics, 2 (2), 212-217.

Taelman, J., Deburchgraeve, W., Van Damme, K., Adriaensen, T., Spaepen, A., Van Huffel, S. (2010). Detection algorithm for the firing of a single motor unit in surface electromyography from the trapezius muscle during a mental task. Methods of Information in Medicine, 49, 492-495.

Ishteva, M., Absil, P., Van Huffel, S., De Lathauwer, L. (2010). Tucker compression and local optima. Chemometrics and Intelligent Laboratory Systems, 106 (1), 57-64.

De Vos, M., Ries, S., Vanderperren, K., Vanrumste, B., Alario, F., Van Huffel, S., Burle, B. (2010). Removal of muscle artifacts from EEG recordings of spoken language production. Neuroinformatics, 8 (2), 135-150.

Croitor Sava, A., Sima, D., Poullet, J., Heerschap, A., Van Huffel, S. (2010). Exploiting spatial information to estimate metabolite levels in 2D MRSI of heterogeneous brain lesions. NMR in Biomedicine.

Podo, F., Buydens, L., Degani, H., Hilhorst, R., Klipp, E., Gribbestad, I., Van Huffel, S., van Laarhoven, H., Luts, J., Monleon, D., Postma, G., Schneiderrham-Marra, N., Santoro, F., Wouters, H., Russness, H., Sorlie, T., Tagliabue, E., Borresen-Dale, A. (2010). Triple-negative breast cancer : present challenges and new perspectivevs. Molecular Oncology, 4, 209-229.

Vanderperren, K., De Vos, M., Ramautar, J., Novitskiy, N., Mennes, M., Assecondi, S., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2010). Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects. NeuroImage, 50 (3), 920-934.

Luts, J., Ojeda, F., Van de Plas, R., De Moor, B., Van Huffel, S., Suykens, J. (2010). A tutorial on support vector machine-based methods for classification problems in chemometrics. Analytica Chimica Acta, 665 (2), 129-145.

Van Holsbeke, C., Zhang, J., Van Belle, V., Paladini, D., Guerriero, S., Czekierdowski, A., Muggah, H., Ombelet, W., Jurkovic, D., Testa, A., Valentin, L., Van Huffel, S., Bourne, T., Timmerman, D. (2010). Acoustic streaming cannot reliably discriminate between endometriomas and other types of adnexal lesions: a multicenter study of 633 adnexal masses. Ultrasound in Obstetrics & Gynecology, 35 (3), 349-353.

Mijovic, B., De Vos, M., Gligorijevic, I., Taelman, J., Van Huffel, S. (2010). Source separation from single-channel recordings by combining empirical mode decomposition and independent component analysis. IEEE transactions on biomedical engineering, 57 (9), 2188-2196.

Barnhart, K., Sammel, M., Appleby, D., Rausch, M., Molinaro, T., Van Calster, B., Kirk, E., Condous, G., Van Huffel, S., Timmerman, D., Bourne, T. (2010). Does a prediction model for pregnancy of unknown location developed in the UK validate on a US population?. Human Reproduction, 25 (10), 2434-2440.

Mendez, O., Corthout, J., Van Huffel, S., Matteucci, M., Penzel, T., Cerutti, S., Bianchi, A. (2010). Automatic screening of obstructive sleep apnea from the ECG based on empirical model decomposition and wavelet analysis. Physiological Measurement, 31, 273-289.

Deburchgraeve, W., Cheridan, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2010). Exploration of the CP decomposition combined with SVD analysis for neonatal oscillatory seizure localization. Methods of Information in Medicine, 49, 473-478.

De Smet, D., Jacobs, J., Ameye, L., Vanderhaegen, J., Naulaers, G., Lemmers, P., van Bel, F., Wolf, M., Van Huffel, S. (2010). The partial coherence method for assessment of impaired cerebral autoregulation using near-infrared spectroscopy: potential and limitations. Advances in Experimental Medicine and Biology, 662, 219-224.

De Smet, D., Vanderhaegen, J., Naulaers, G., Van Huffel, S. (2010). Optimization of the coherence measurement computed by means of the Welsh averaged periodogram method for assessment of impaired cerebral autoregulation. Advances in Experimental Medicine and Biology, 662, 163-168.

Van Calster, B., Valentin, L., Van Holsbeke, C., Testa, A., Bourne, T., Van Huffel, S., Timmerman, D. (2010). Polytomous diagnosis of ovarian tumors as benign, borderline, primary invasive or metastic : development and validation of standard and kernel-based risk prediction models. BMC Medical Research Methodology, 10 (1), 96-96.

Bignardi, T., Condous, G., Kirk, E., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2010). The viability of the intrauterine pregnancies in the pregnancy of unknown location population: hCG ratio vs progesterone. Ultrasound in Obstetrics & Gynecology, 35 (6), 656-661.

Dieudonné, A., Lambrechts, D., Claes, B., Vandorpe, T., Wildiers, H., Timmerman, D., Billen, J., Leunen, K., Amant, F., Berteloot, P., Smeets, A., Paridaens, R., Weltens, C., Van Limbergen, E., Van den Bogaert, W., Vergote, I., Van Huffel, S., Christiaens, M., Neven, P. (2009). Prevalent breast cancer patients with a homozygous mutant status for CYP2D6*4: response and biomarkers in tamoxifen users. Breast Cancer Research and Treatment, 118 (3), 531-538.

Kirk, E., Papageorghiou, A., Van Calster, B., Condous, G., Gowans, N., Van Huffel, S., Timmerman, D., Spencer, K., Bourne, T. (2009). The use of serum inhibin A and activin A levels in predicting the outcome of ¡pregnancies of unknown location. Human Reproduction, 24 (10), 2451-2456.

Deburchgraeve, W., Cherian, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2009). Neonatal seizure localization using PARAFAC decomposition. Clinical Neurophysiology, 120 (10), 1787-1796.

Valentin, L., Jurkovic, D., Van Calster, B., Testa, A., Van Holsbeke, C., Bourne, T., Vergote, I., Van Huffel, S., Timmerman, D. (2009). Adding a single CA-125 measurement to ultrasound imaging performed by an experienced examiner does not improve preoperative discrimination between benign and malignant adnexal masses. A prospective international multicenter study of 809 patients. Ultrasound in Obstetrics & Gynecology, 34 (3), 345-354.

Bottomley, C., Van Belle, V., Mukri, F., Kirk, E., Van Huffel, S., Timmerman, D., Bourne, T. (2009). The optimal timing of an ultrasound scan to assess the location and viability of an early pregnancy. Human Reproduction, 24 (8), 1811-1817.

Van Calster, B., Condous, G., Kirk, E., Bourne, T., Timmerman, D., Van Huffel, S. (2009). An application of methods for the probabilistic three-class classification of pregnancies of unknown location. Artificial Intelligence in Medicine, 46 (2), 139-154.

Ishteva, M., De Lathauwer, L., Absil, P., Van Huffel, S. (2009). Differential-geometric Newton method for the best rank-(R1,R2,R3) approximation of tensors. Numerical Algorithms, 51 (2), 179-194.

Wildiers, H., Van Calster, B., van de Poll-Franse, L., Hendrickx, W., Roislien, J., Smeets, A., Paridaens, R., Deraedt, K., Leunen, K., Weltens, C., Van Huffel, S., Christiaens, M., Neven, P. (2009). Relationship between age and axillary lymph node involvement in women with breast cancer. Journal of Clinical Oncology, 27 (18), 2931-2937.

Condous, G., Alhamdan, D., Bignardi, T., Van Calster, B., Van Huffel, S., Timmerman, D., Lam, A. (2009). The value of laparoscopic skills courses. The Australian & New Zealand Journal of Obstetrics & Gynaecology, 49 (3), 312-315.

Brouckaert, O., Pintens, S., Van Belle, V., Van Huffel, S., Camerlynck, E., Amant, F., Smeets, A., Leunen, K., Van Limbergen, E., Berteloot, P., Hendrickx, W., Decock, J., Weltens, C., Van den Bogaert, W., Vanden Bempt, I., Paridaens, R., Drijkoningen, M., Wildiers, H., Vergote, I., Christiaens, M., Neven, P., Leunen, K. (2009). Short-term outcome of primary operated early breast cancer by hormone and HER-2 receptors. Breast Cancer Research and Treatment, 115 (2), 349-358.

Luts, J., Laudadio, T., Idema, A., Simonetti, A., Heerschap, A., Vandermeulen, D., Suykens, J., Van Huffel, S. (2009). Nosologic imaging of the brain : segmentation and classification using MRI and MRSI. NMR in Biomedicine, 22 (4), 374-390.

Absil, P., Ishteva, M., De Lathauwer, L., Van Huffel, S. (2009). A geometric Newton method for Oja's vector field. Neural Computation, 21 (5), 1415-1433.

Aubert, A., Vandeput, S., Beckers, F., Liu, J., Verheyden, B., Van Huffel, S. (2009). Complexity of cardiovascular regulation in small animals. Philosophical Transactions. Mathematical, Physical and Engineering Sciences, 367 (1892), 1239-1250.

Vanderhaegen, J., Naulaers, G., Vanhole, C., De Smet, D., Van Huffel, S., Vanhaesebrouck, S., Devlieger, H. (2009). The effect of changes in tPC02 on the cerebral fractional tissue oxygen extraction as measured by near-infrared spectroscopy - in neonates during the first days of life. European Journal of Paediatric Neurology, 13 (2), 128-134.

Condous, G., Bignardi, T., Alhamdan, D., Van Calster, B., Van Huffel, S., Timmerman, D., Lam, A. (2009). What determines the need to morcellate the uterus during total laparoscopic hysterectomy ?. Journal of Minimally Invasive Gynecology, 16 (1), 52-55.

Van Calster, B., Vanden Bempt, I., Drijkoningen, M., Pochet, N., Cheng, J., Van Huffel, S., Hendrickx, W., Decock, J., Huang, H., Leunen, K., Amant, F., Berteloot, P., Paridaens, R., Wildiers, H., Van Limbergen, E., Weltens, C., Timmermans, D., Van Gorp, T., Smeets, A., Van den Bogaert, W., Vergote, I., Christiaens, M., Neven, P. (2009). Axillary lymph node status of operable breast cancers by combined steroid receptor and HER-2 status: triple positive tumours are more likely lymph node positive. Breast Cancer Research and Treatment, 113 (1), 181-187.

Poullet, J., Pintelon, R., Van Huffel, S. (2009). A new FIR filter technique for solvent suprression in MRS signals. Journal of Magnetic Resonance, 196 (1), 61-73.

Van Holsbeke, Van Calster, B., Testa, A., Domali, E., Lu, C., Van Huffel, S., Valentin, L., Timmerman, D. (2009). Prospective internal validation of mathematical models to predict malignancy in adnexal masses : results from the international ovarian tumour analysis (IOTA) study. Clinical Cancer Research, 15 (2), 684-691.

Papy, J., De Lathauwer, L., Van Huffel, S. (2009). Exponential data fitting using multilinear algebra : the decimative case. Journal of Chemometrics, 23 (7-8), 341-351.

Gonzalez-Velez, H., Mier, M., Julia-Sepe, M., Arvanitis, T., Garcia-Gomez, J., Robels, M., Lewis, P., Dasmahaptra, S., Dupplaw, D., Peet, A., Arus, C., Celda, B., Van Huffel, S., Ariet, L. (2009). HEALTHAgents : Distributed Multi-Agent Brain Tumour Diagnosis and Prognosis. Applied Intelligence, 30 (3), 191-202.

Testa, A., Timmerman, D., Van Belle, V., Fruscella, E., Van Holsbeke, C., Savelli, L., Ferrazzi, E., Leone, F., Marret, H., Tranquart, F., Exacoustos, C., Nazzaro, G., Bokor, D., Magri, F., Van Huffel, S., Ferrandina, G., Valentin, L. (2009). Intravenous contrast ultrasound examination using contrast-tuned imaging (CnTITM) and the contrast medium Sono Vue for discrimination between benign and malignant adnexal masses with solid components. Ultrasound in Obstetrics & Gynecology, 34, 699-710.

Vandeput, S., Naulaers, G., Daniels, H., Van Huffel, S. (2009). Heart Rate Variability during REM and non-REM Sleep in Preterm Neonates with and without Abnormal Cardiorespiratory Events. Early Human Development, 85 (10), 665-671.

De Smet, D., Vanderhaegen, J., Naulaers, G., Van Huffel, S. (2009). New measurements for assessment of impaired cerebral autoregulation using near-infrared spectroscopy. Oxygen transport to tissue xxx, 645, 273-278.

Sima, D., Osorio Garcia, M., Poullet, J., Suvichakorn, A., Antoine, J., Van Huffel, S., van Ormondt, D. (2009). Lineshape estimation for Magnetic Resonance Spectroscopy (MRS) signals: self-deconvolution revisited. Measurement Science & Technology, 20 (10), 104031-104043.

Blinowska, K., Muller-Putz, G., Kaiser, V., Astolfi, L., Vanderperren, K., Van Huffel, S., Lemieux, L. (2009). Multimodal Imaging of Human Brain Activity: Rational, Biophysical Aspects and Modes of Integration. Computational Intelligence and Neuroscience, 2009, 1-10.

Khalid, A., Condous, G., Kirk, E., Van Calster, B., Timmerman, D., Van Huffel, S., D'Hooghe, T., Bourne, T. (2009). What is the value of ultrasound in the assessment of women with possible underlying polycystic ovarian syndrome?. Human Reproduction (accepted).

Ameye, L., Valentin, L., Testa, A., Van Holsbeke, C., Domali, E., Van Huffel, S., Vergote, I., Bourne, T., Timmerman, D. (2009). A scoring system to differentiate malignant from benign masses in specific ultrasound-based subgroups of adnexal tumors. Ultrasound in Obstetrics & Gynecology, 33, 92-101.

Van Belle, V., Van Calster, B., Wildiers, H., Van Huffel, S., Neven, P. (2009). Lymph node ratio is a better prognostic predictor for disease free survival than the number of positive lymph nodes in Node-Positive Breast Cancer. Journal of Clinical Oncology, 27 (30), 150-151.

Pinna Puissant, S., Van den Bergh, B., Van Calster, B., Van Huffel, S. (2008). Relacion del perfil del cortisol salival en adolescentes de 14-15 anos de edad, con la depresion, ansiedad y reactividad emocional. Revista Mexicana de Psicología, 25 (2), 249-258.

Vanderhaegen, J., De Smet, D., Meyns, B., Van de Velde, M., Van Huffel, S., Naulaers, G. (2008). Surgical closure of the patent ductus arteriosus and its effect on the cerebral tissue oxygenation. Acta Paediatrica, 97 (12), 1640-1644.

Poullet, J., Sima, D., Van Huffel, S. (2008). MRS signal quantitation: a review of time- and frequency-domain methods. Journal of Magnetic Resonance, 195 (2), 134-144.

Garcia-Gomez, J., Tortajada, S., Vidal, C., Julia-Sape, M., Luts, J., Van Huffel, S., Arus, C., Robles, M. (2008). The effect of combining two echo times in automatic brain tumour classification by Magnetic Resonance Spectroscopy. NMR in Biomedicine, 21 (10), 1112-1125.

Deburchgraeve, W., Cherian, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2008). Automated neonatal seizure detection mimicking a human observer reading EEG. Clinical Neurophysiology, 119 (11), 2447-2454.

Van Calster, B., Timmerman, D., Nabney, I., Valentin, L., Van Holsbeke, C., Vergote, I., Van Huffel, S. (2008). Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery. Neural Computing & Applications, 17 (5-6), 489-500.

Bignardi, T., Condous, G., Alhamdan, D., Kirk, E., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2008). The hCG ratio can predict the ultimate viability of the intrauterine pregnancies of uncertain viability in the pregnancy of unknown location population. Human Reproduction, 23 (9), 1964-1967.

Luts, J., Poullet, J., Garcia-Gomez, J., Heerschap, A., Robles, M., Suykens, J., Van Huffel, S. (2008). The effect of feature extraction for brain tumour classification based on short echo time 1H MR spectra. Magnetic Resonance in Medicine, 60 (2), 288-298.

Van den Bergh, B., Van Calster, B., Pinna Puissant, S., Van Huffel, S. (2008). Self-reported symptoms of depressed mood, trait anxiety and aggressive behavior in post-pubertal adolescents: Associations with diurnal cortisol profiles. Hormones and Behavior, 54 (2), 253-257.

Neven, P., Van Calster, B., Vanden Bempt, I., Van Huffel, S., Van Belle, V., Hendrickx, W., Decock, J., Wildiers, H., Paridaens, R., Amant, F., Leunen, K., Berteloot, P., Timmerman, D., Van Limbergen, E., Weltens, C., Van den Bogaert, W., Smeets, A., Vergote, I., Christiaens, M., Drijkoningen, M. (2008). Age interacts with the expression of steroid and HER-2 receptors in operable invasive breast cancer. Breast Cancer Research and Treatment, 110 (1), 153-159.

Timmerman, D., Testa, A., Bourne, T., Ameye, L., Jurkovic, D., Van Holsbeke, C., Paladini, D., Van Calster, B., Vergote, I., Van Huffel, S., Valentin, L. (2008). Simple ultrasound-based rules for the diagnosis of ovarian cancer. Ultrasound in Obstetrics & Gynecology, 31 (6), 681-690.

Laudadio, T., Martinez-Bisbal, M., Celda, B., Van Huffel, S. (2008). Fast nosological imaging of 2DTSI brain data using Canonical Correlation Analysis. NMR in Biomedicine, 24 (4), 311-321.

Neven, P., Brouckaert, O., Van Belle, V., Vanden Bempt, I., Hendrickx, W., Cho, H., Deraedt, K., Van Calster, B., Van Huffel, S., Moerman, P., Amant, F., Leunen, K., Smeets, A., Wildiers, H., Paridaens, R., Vergote, I., Christiaens, M. (2008). In early-stage breast cancer, the estrogen receptor interacts with correlation between human epidermal growth factor receptor 2 status and age at diagnosis, tumor grade, and lymph node involvements. Journal of Clinical Oncology, 26 (10), 1768-1769.

Decock, J., Hendrickx, W., Vanleeuw, U., Van Belle, V., Van Huffel, S., Christiaens, M., Ye, S., Paridaens, R. (2008). Plasma MMP1 and MMP8 expression in breast cancer: protective role of MMP8 against lymph node metastasis. BMC Cancer, 8, 77-85.

Van den Bergh, B., Van Calster, B., Smits, T., Van Huffel, S., Lagae, L. (2008). Antenatal maternal anxiety is related to HPA-axis dysregulation and self-reported depressive symptoms in adolescence: a prospective study on the fetal origins of depressed mood. Neuropsychopharmacology, 33 (3), 536-545.

Timmerman, D., Bourne, T., Amant, F., Van Holsbeke, C., Vergote, I., Testa, A., Van Calster, B., Van Huffel, S., Valentin, L. (2008). Pitfalls of CA-125 levels in the preoperative work-up of ovarian masses - Reply. Journal of Clinical Oncology, 26 (3), 513-513.

Van Calster, B., Smits, T., Van Huffel, S. (2008). The curse of scoreless draws in soccer: the relationship with a team's offensive, defensive, and overall performance. Journal of Quantitative Analysis in Sports, 4 (1), 1-22.

Ishteva, M., De Lathauwer, L., Absil, P., Van Huffel, S. (2008). Dimensionality reduction for higher-order tensors: algorithms and applications. International Journal of Pure and Applied Mathematics, 42 (3), 337-343.

Kirk, E., Bora, S., Van Calster, B., Condous, G., Van Huffel, S., Timmerman, D., Bourne, T. (2008). Chlamydia trachomatis infection in patients attending an Early Pregnancy Unit: prevalence, symptoms, pregnancy location and viability. Acta Obstetricia et Gynecologica Scandinavica, 87 (6), 601-607.

Stalbovskaya, V., Ifeachor, E., Van Huffel, S., Timmerman, D. (2007). A new method for modeling preoperative diagnosis of ovarian tumors. IEEE Transactions on Biomedical Engineering, 54 (11), 2064-2072.

Van Calster, B., Timmerman, D., Bourne, T., Testa, A., Van Holsbeke, C., Domali, E., Jurkovic, D., Neven, P., Van Huffel, S., Valentin, L. (2007). Discrimination between benign and malignant adnexal masses by specialist ultrasound examination versus serum CA-125. Journal of the National Cancer Institute, 99 (22), 1706-1714.

Hallez, H., Vanrumste, B., Grech, R., Muscat, J., De Clercq, W., Vergult, A., D'Asseler, Y., Camilleri, K., Fabri, S., Van Huffel, S., Lemahieu, I. (2007). Review on solving the forward problem in EEG source analysis. Journal of Neuroengineering & Rehabilitation, 4, article 46.

Kukush, A., Markovsky, I., Van Huffel, S. (2007). Estimation in a linear multivariate measurement error model with a change point in the data. Computational Statistics & Data Analysis, 52 (2), 1167-1182.

Sima, D., Van Huffel, S. (2007). Level choice in truncated total least squares. Computational Statistics & Data Analysis, 52 (2), 1103-1118.

Van Huffel, S., Markovsky, I., Vaccaro, R., Soderstrom, T. (2007). Total least squares and errors-in-variables modeling. Signal Processing, 87 (10), 2281-2282.

Van Huffel, S., Cheng, C., Mastronardi, N., Paige, C., Kukush, A. (2007). Total Least Squares and Errors-in-Variables Modeling. Computational Statistics & Data Analysis, 52 (2), 1076-1079.

Markovsky, I., Van Huffel, S. (2007). Overview of total least-squares methods. Signal Processing, 87 (10), 2283-2302.

Amant, F., De Knijf, A., Van Calster, B., Leunen, K., Neven, P., Berteloot, P., Vergote, I., Van Huffel, S., Moerman, P. (2007). Clinical study investigating the role of lymphadenectomy, surgical castration and adjuvant hormonal treatment in endometrial stromal sarcoma. British Journal of Cancer, 97 (9), 1194-1199.

Condous, G., Van Calster, B., Kirk, E., Haider, Z., Timmerman, D., Van Huffel, S., Bourne, T. (2007). Clinical information does not improve the performance of mathematical models in predicting the outcome of pregnancies of unknown location. Fertility and Sterility, 88 (3), 572-580.

Timmerman, D., Van Calster, B., Jurkovic, D., Valentin, L., Testa, A., Bernard, J., Van Holsbeke, C., Van Huffel, S., Vergote, I., Bourne, T. (2007). Inclusion of CA-125 does not improve mathematical models developed to distinguish between benign and malignant adnexal tumors. Journal of Clinical Oncology, 25 (27), 4194-4200.

De Vos, M., Vergult, A., De Lathauwer, L., De Clercq, W., Van Huffel, S., Dupont, P., Palmini, A., Van Paesschen, W. (2007). Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone. NeuroImage, 37 (3), 844-854.

Poullet, J., Sima, D., Simonetti, A., De Neuter, B., Vanhamme, L., Lemmerling, P., Van Huffel, S. (2007). An automated quantitation of short echo time MRS spectra in an open source software environment: AQSES. NMR in Biomedicine, 20 (5), 493-504.

Van Holsbeke, C., Van Calster, B., Valentin, L., Testa, A., Ferrazzi, E., Dimou, I., Lu, C., Moerman, P., Van Huffel, S., Vergote, I., Timmerman, D. (2007). External validation of mathematical models to distinguish between benign and malignant adnexal tumors: A multicenter study by the International Ovarian Tumor Analysis group. Clinical Cancer Research, 13 (15), 4440-4447.

Papy, J., De Lathauwer, L., Van Huffel, S. (2007). A shift invariance-based order-selection technique for exponential data modelling. IEEE Signal Processing Letters, 14 (7), 473-476.

Condous, G., Van Calster, B., Kirk, E., Haider, Z., Timmerman, D., Van Huffel, S., Bourne, T. (2007). Prediction of ectopic pregnancy in women with a pregnancy of unknown location. Ultrasound in Obstetrics & Gynecology, 29 (6), 680-687.

Luts, J., Heerschap, A., Suykens, J., Van Huffel, S. (2007). A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection. Artificial Intelligence in Medicine, 40 (2), 87-102.

Kirk, E., Condous, G., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2007). Rationalizing the follow-up of pregnancies of unknown location. Human Reproduction, 22 (6), 1744-1750.

Sima, D., Van Huffel, S. (2007). Separable nonlinear least squares fitting with linear bound constraints and its application in magnetic resonance spectroscopy data quantification. Journal of Computational and Applied Mathematics, 203 (1), 264-278.

Poullet, J., Sima, D., Van Huffel, S., Van Hecke, P. (2007). Frequency-selective quantitation of short-echo time H-1 magnetic resonance spectra. Journal of Magnetic Resonance, 186 (2), 293-304.

Van Calster, B., Timmerman, D., Lu, C., Suykens, J., Valentine, L., Van Holsbeke, C., Amant, F., Vergote, I., Van Huffel, S. (2007). Preoperative diagnosis of ovarian tumors using Bayesian kernel-based methods. Ultrasound in Obstetrics & Gynecology, 29 (5), 496-504.

Lu, C., Devos, A., Suykens, J., Arus, C., Van Huffel, S. (2007). Bagging linear sparse Bayesian learning models for variable selection in cancer diagnosis. IEEE Transactions on Information Technology in Biomedicine, 11 (3), 338-347.

Vergult, A., De Clercq, W., Palmini, A., Vanrumste, B., Dupont, P., Van Huffel, S., Van Paesschen, W. (2007). Improving the interpretation of ictal scalp EEG: BSS-CCA algorithm for muscle artifact removal. Epilepsia, 48 (5), 950-958.

Condous, G., Van Calster, B., Van Huffel, S., Lam, A. (2007). What is the value of preoperative bimanual pelvic examination in women undergoing laparoscopic total hysterectomy?. Journal of Minimally Invasive Gynecology, 14 (3), 334-338.

Van Calster, B., Nabney, I., Timmerman, D., Van Huffel, S. (2007). The Bayesian approach: a natural framework for statistical modeling. Ultrasound in Obstetrics & Gynecology, 29 (5), 485-488.

Markovsky, I., Van Huffel, S. (2007). Left vs right representations for solving weighted low-rank approximation problems. Linear Algebra and Its Applications, 422 (2-3), 540-552.

Condous, G., Van Calster, B., Kirk, E., Timmerman, D., Van Huffel, S., Bourne, T. (2007). Prospective cross-validation of three methods of predicting failing pregnancies of unknown location. Human Reproduction, 22 (4), 1156-1160.

Timmerman, D., Van Holsbeke, C., Van den Bosch, T., Van Calster, B., Van Huffel, S., Vergote, I. (2007). Re: "Comparison of diagnostic usefulness of predictive models in preliminary differentiation of adnexal masses". International Journal of Gynecological Cancer, 17 (2), 543; author reply 544.

Shklyar, S., Kukush, A., Markovsky, I., Van Huffel, S. (2007). On the conic section fitting problem. Journal of Multivariate Analysis, 98 (3), 588-624.

Kirk, E., Condous, G., Van Calster, B., Haider, Z., Van Huffel, S., Timmerman, D., Bourne, T. (2007). A validation of the most commonly used protocol to predict the success of single-dose methotrexate in the treatment of ectopic pregnancy. Human Reproduction, 22 (3), 858-863.

De Neuter, B., Luts, J., Vanhamme, L., Lemmerling, P., Van Huffel, S. (2007). Java-based framework for processing and displaying short-echo-time magnetic resonance spectroscopy signals. Computer Methods and Programs in Biomedicine, 85 (2), 129-137.

De Vos, M., Laudadio, T., Simonetti, A., Heerschap, A., Van Huffel, S. (2007). Fast nosologic imaging of the brain. Journal of Magnetic Resonance, 184 (2), 292-301.

Schuermans, M., Markovsky, I., Van Huffel, S. (2007). An adapted version of the element-wise weighted total least squares method for applications in chemometrics. Chemometrics and Intelligent Laboratory Systems, 85 (1), 40-46.

Mastronardi, N., Golub, G., Chandrasekaran, S., Moonen, M., Van Dooren, P., Van Huffel, S. (2007). Numerical Linear Algebra in Signal Processing Applications. EURASIP Journal on Advances in Signal Processing, 2007, artnr.26914.

Vanderperren, K., Ramautar, J., Novitskiy, N., De Vos, M., Mennes, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2007). Ballistocardiogram artifacts in simultaneous EEG-fMRI acquisitions. International Journal of Bioelectromagnetism, 9 (3), 146-150.

Wevers, M., Van Huffel, S., Vandenplas, S., Papy, J. (2007). Acoustic emission monitoring using a polarimetric single mode optical fibre sensor. International Journal of Materials and Structural Integrity, 1 (1-2-3), 148-160.

De Vos, M., De Lathauwer, L., Vanrumste, B., Van Huffel, S., Van Paesschen, W. (2007). Canonical Decomposition of ictal scalp EEG and accurate source localisation: Principles and simulation study. Computational Intelligence and Neuroscience, 2007 (Article ID 58253), 1-10.

Naulaers, G., Meyns, B., Miserez, M., Leunens, V., Van Huffel, S., Casaer, P., Weindling, M., Devlieger, H. (2007). Use of tissue oxygenation index and fractional tissue oxygen extraction as non-invasive parameters for cerebral oxygenation. Neonatology, 92 (2), 120-126.

De Clercq, W., Vergult, A., Vanrumste, B., Van Paesschen, W., Van Huffel, S. (2006). Canonical correlation analysis applied to remove muscle artifacts from the electroencephalogram. IEEE Transactions on Biomedical Engineering, 53 (12 Pt 1), 2583-2587.

Condous, G., Kirk, E., Lu, C., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2006). There is no role for uterine curettage in the contemporary diagnostic workup of women with a pregnancy of unknown location. Human Reproduction, 21 (10), 2706-2710.

Huupponen, E., De Clercq, W., Gómez-Herrero, G., Saastamoinen, A., Egiazarian, K., Värri, A., Vanrumste, B., Vergult, A., Van Huffel, S., Van Paesschen, W., Hasan, J., Himanen, S. (2006). Determination of dominant simulated spindle frequency with different methods. Journal of Neuroscience Methods, 156 (1-2), 275-283.

Sima, D., Van Huffel, S. (2006). A class of template splines. Computational Statistics & Data Analysis, 50 (12), 3486-3499.

Gevaert, O., De Smet, F., Kirk, E., Van Calster, B., Bourne, T., Van Huffel, S., Moreau, Y., Timmerman, D., De Moor, B., Condous, G. (2006). Predicting the outcome of pregnancies of unknown location: Bayesian networks with expert prior information compared to logistic regression. Human Reproduction, 21 (7), 1824-1831.

Valentin, L., Ameye, L., Testa, A., Lécuru, F., Bernard, J., Paladini, D., Van Huffel, S., Timmerman, D. (2006). Ultrasound characteristics of different types of adnexal malignancies. Gynecologic Oncology, 102 (1), 41-48.

Condous, G., Kirk, E., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2006). Failing pregnancies of unknown location: a prospective evaluation of the human chorionic gonadotrophin ratio. BJOG, 113 (5), 521-527.

Schuermans, M., Lemmerling, P., De Lathauwer, L., Van Huffel, S. (2006). The use of total least squares data fitting in the shape-from-moments problem. Signal Processing, 86 (5), 1109-1115.

Schuermans, M., Lemmerling, P., Van Huffel, S. (2006). Block-row Hankel weighted low rank approximation. Numerical Linear Algebra With Applications, 13 (4), 293-302.

Pels, P., Ozturk-Isik, E., Swanson, M., Vanhamme, L., Kurhanewicz, J., Nelson, S., Van Huffel, S. (2006). Quantification of prostate MRSI data by model-based time domain fitting and frequency domain analysis. NMR in Biomedicine, 19 (2), 188-197.

Wevers, M., Rippert, L., Papy, J., Van Huffel, S. (2006). Processing of transient signals from damage in CFRP composite materials monitored with embedded intensity-modulated fiber optic sensors. NDT & E International, 39 (3), 229-235.

Valentin, L., Ameye, L., Jurkovic, D., Metzger, U., Lécuru, F., Van Huffel, S., Timmerman, D. (2006). Which extrauterine pelvic masses are difficult to correctly classify as benign or malignant on the basis of ultrasound findings and is there a way of making a correct diagnosis?. Ultrasound in Obstetrics & Gynecology, 27 (4), 438-444.

Papy, J., De Lathauwer, L., Van Huffel, S. (2006). Common pole estimation in multi-channel exponential data modeling. Signal Processing, 86 (4), 846-858.

Kirk, E., Condous, G., Haider, Z., Lu, C., Van Huffel, S., Timmerman, D., Bourne, T. (2006). The practical application of a mathematical model to predict the outcome of pregnancies of unknown location. Ultrasound in Obstetrics & Gynecology, 27 (3), 311-315.

Okaro, E., Condous, G., Khalid, A., Timmerman, D., Ameye, L., Van Huffel, S., Bourne, T. (2006). The use of ultrasound-based 'soft markers' for the prediction of pelvic pathology in women with chronic pelvic pain--can we reduce the need for laparoscopy?. BJOG, 113 (3), 251-256.

Markovsky, I., Rastello, M., Premoli, A., Kukush, A., Van Huffel, S. (2006). The element-wise weighted total least-squares problem. Computational Statistics & Data Analysis, 50 (1), 181-209.

Sima, D., Van Huffel, S. (2006). Regularized semiparametric model identification with application to nuclear magnetic resonance signal quantification with unknown macromolecular base-line. Journal of the Royal Statistical Society B, Statistical Methodology, 68 (3), 383-409.

Markovsky, I., Van Huffel, S. (2006). On weighted structured total least squares. Lecture Notes in Computer Science, 3743, 695-702.

Laudadio, T., Pels, P., De Lathauwer, L., Van Hecke, P., Van Huffel, S. (2005). Tissue segmentation and classification of MRSI data using canonical correlation analysis. Magnetic Resonance in Medicine, 54 (6), 1519-1529.

Timmerman, D., Testa, A., Bourne, T., Ferrazzi, E., Ameye, L., Konstantinovic, M., Van Calster, B., Collins, W., Vergote, I., Van Huffel, S., Valentin, L. (2005). Logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the International Ovarian Tumor Analysis Group. Journal of Clinical Oncology, 23 (34), 8794-8801.

Condous, G., Kirk, E., Lu, C., Van Huffel, S., Gevaert, O., De Moor, B., De Smet, F., Timmerman, D., Bourne, T. (2005). Diagnostic accuracy of varying discriminatory zones for the prediction of ectopic pregnancy in women with a pregnancy of unknown location. Ultrasound in Obstetrics & Gynecology, 26 (7), 770-775.

Condous, G., Kirk, E., Syed, A., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2005). Do levels of serum cancer antigen 125 and creatine kinase predict the outcome in pregnancies of unknown location?. Human Reproduction, 20 (12), 3348-3354.

De Clercq, W., Vanrumste, B., Papy, J., Van Paesschen, W., Van Huffel, S. (2005). Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings. IEEE Transactions on Biomedical Engineering, 52 (12), 2006-2015.

Mastronardi, N., Van Huffel, S. (2005). Numerical linear algebra and its applications (editorial). Numerical Linear Algebra With Applications, 12 (8), 683-683.

Markovsky, I., Willems, J., Van Huffel, S., De Moor, B., Pintelon, R. (2005). Application of structured total least squares for system identification and model reduction. IEEE Transactions on Automatic Control, 50 (10), 1490-1500.

Papy, J., De Lathauwer, L., Van Huffel, S. (2005). Exponential data fitting using multilinear algebra: The single-channel and multi-channel case. Numerical Linear Algebra With Applications, 12 (8), 809-826.

Van den Bosch, T., Van Schoubroeck, D., Ameye, L., Van Huffel, S., Timmerman, D. (2005). Ultrasound examination of the endometrium before and after Pipelle endometrial sampling. Ultrasound in Obstetrics & Gynecology, 26 (3), 283-286.

Markovsky, I., Van Huffel, S. (2005). High-performance numerical algorithms and software for structured total least squares. Journal of Computational and Applied Mathematics, 180 (2), 311-331.

Kukush, A., Markovsky, I., Van Huffel, S. (2005). Consistency of the structured total least squares estimator in a multivariate errors-in-variables model. Journal of Statistical Planning and Inference, 133 (2), 315-358.

Schuermans, M., Markovsky, I., Wentzel, P., Van Huffel, S. (2005). On the equivalence between total least squares and maximum likelihood PCA. Analytica Chimica Acta, 544 (1-2), 254-267.

Condous, G., Okaro, E., Khalid, A., Lu, C., Van Huffel, S., Timmerman, D., Bourne, T. (2005). A prospective evaluation of a single-visit strategy to manage pregnancies of unknown location. Human Reproduction, 20 (5), 1398-1403.

Condous, G., Okaro, E., Khalid, A., Lu, C., Van Huffel, S., Timmerman, D., Bourne, T. (2005). The accuracy of transvaginal ultrasonography for the diagnosis of ectopic pregnancy prior to surgery. Human Reproduction, 20 (5), 1404-1409.

Devos, A., Simonetti, A., van der Graaf, M., Lukas, L., Suykens, J., Vanhamme, L., Buydens, L., Heerschap, A., Van Huffel, S. (2005). The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification. Journal of Magnetic Resonance, 173 (2), 218-228.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2005). Fast regularized structured total least squares algorithm for solving the basic deconvolution problem. Numerical Linear Algebra with Applications, 12 (2-3), 201-209.

Hermus, K., Verhelst, W., Lemmerling, P., Van Huffel, S., Wambacq, P. (2005). Perceptual audio modeling with exponentially damped sinusoids. Signal Processing, 85 (1), 163-176.

Morales, L., Timmerman, D., Neven, P., Konstantinovic, M., Carbonez, A., Van Huffel, S., Ameye, L., Weltens, C., Christiaens, M., Vergote, I., Paridaens, R. (2005). Third generation aromatase inhibitors may prevent endometrial growth and reverse tamoxifen-induced uterine changes in postmenopausal breast cancer patients. Annals of Oncology, 16 (1), 70-74.

Naulaers, G., Meyns, B., Miserez, M., Leunens, V., Van Huffel, S., Casaer, P., Devlieger, H. (2005). Measurement of the liver tissue oxygenation by near-infrared spectroscopy. Intensive Care Medicine, 31 (1), 138-141.

Mastronardi, N., Schuermans, M., Van Barel, M., Vandebril, R., Van Huffel, S. (2005). A Lanczos-like reduction of symmetric structured matrices to semiseparable form. Calcolo, 42 (3-4), 227-241.

Markovsky, I., Van Huffel, S., Pintelon, R. (2005). Block-Toeplitz/Hankel structured total least squares. SIAM Journal on Matrix Analysis and Applications, 26 (4), 1083-1099.

Sima, D., Van Huffel, S., Golub, G. (2004). Regularized total least squares based on quadratic eigenvalue problem solvers. Bit numerical mathematics, 44 (4), 793-812.

Van Huffel, S., Hansen, P., Maass, P. (2004). Special issue on linear algebra in signal and image processing - Preface. Linear algebra and its applications, 391, 1-1.

Naulaers, G., Cossey, V., Morren, G., Van Huffel, S., Casaer, P., Devlieger, H. (2004). Continuous measurement of cerebral blood volume and oxygenation during rewarming of neonates. Acta paediatrica (Oslo, Norway : 1992), 93 (11), 1540-2.

Mastronardi, N., Lernmerling, P., Kalsi, A., O'Leary, D., Van Huffel, S. (2004). Implementation of the regularized structured total least squares algorithms for blind image deblurring. Linear algebra and its applications, 391, 203-221.

Devos, A., Lukas, L., Suykens, J., Vanhamme, L., Tate, A., Howe, F., Majos, C., Moreno-Torres, A., van der Graaf, M., Arus, C., Van Huffel, S. (2004). Classification of brain tumours using short echo time H-1 MR spectra. Journal of magnetic resonance, 170 (1), 164-175.

Morales, L., Neven, P., Timmerman, D., Christiaens, M., Vergote, I., Van Limbergen, E., Carbonez, A., Van Huffel, S., Ameye, L., Paridaens, R. (2004). Acute effects of tamoxifen and third-generation aromatase inhibitors on menopausal symptoms of breast cancer patients. Anti-cancer drugs, 15 (8), 753-760.

Condous, G., Lu, C., Van Huffel, S., Timmerman, D., Bourne, T. (2004). Human chorionic gonadotrophin and progesterone levels in pregnancies of unknown location. International Journal of Gynecology and Obstetrics, 86, 351-357.

Sima, V., Sima, D., Van Huffel, S. (2004). High-performance numerical algorithms and software for subspace-based linear multivariable system identification. Journal of computational and applied mathematics, 170 (2), 371-397.

Stoica, P., Selen, Y., Sandgren, N., Van Huffel, S. (2004). Using prior knowledge in SVD-based parameter estimation for magnetic resonance spectroscopy - The ATP example. IEEE Transactions on biomedical engineering, 51 (9), 1568-1578.

Kukush, A., Markovsky, I., Van Huffel, S. (2004). Consistent estimation in an implicit quadratic measurement error model. Computational statistics & data analysis, 47 (1), 123-147.

Condous, G., Okaro, E., Khalid, A., Timmerman, D., Lu, C., Zhou, Y., Van Huffel, S., Bourne, T. (2004). The use of a new logistic regression model for predicting the outcome of pregnancies of unknown location. Human reproduction (Oxford, England), 19 (8), 1900-10.

Markovsky, I., Kukush, A., Van Huffel, S. (2004). Consistent least squares fitting of ellipsoids. Numerische mathematik, 98 (1), 177-194.

Schuermans, M., Lemmerling, P., Van Huffel, S. (2004). Structured weighted low rank approximation. Numerical linear algebra with applications, 11 (5-6), 609-618.

Markovsky, I., Van Huffel, S., Kukush, A. (2004). On the computation of the multivariate structured total least squares estimator. Numerical linear algebra with applications, 11 (5-6), 591-608.

Lukas, L., Devos, A., Suykens, J., Vanhamme, L., Howe, F., Majos, C., Moreno-Torres, A., Van Der Graaf, M., Tate, A., Arus, C., Van Huffel, S. (2004). Brain tumor classification based on long echo proton MRS signals. Artificial intelligence in medicine, 31 (1), 73-89.

Hermoye, L., Annet, L., Lemmerling, P., Peeters, F., Jamar, F., Gianello, P., Van Huffel, S., Van Beers, B. (2004). Calculation of the renal perfusion and glomerular filtration rate from the renal impulse response obtained with MRI. Magnetic resonance in medicine, 51 (5), 1017-1025.

Laudadio, T., Selén, Y., Vanhamme, L., Stoica, P., Van Hecke, P., Van Huffel, S. (2004). Subspace-based MRS data quantitation of multiplets using prior knowledge. Journal of magnetic resonance (San Diego, Calif. : 1997), 168 (1), 53-65.

Vandenplas, S., Papy, J., Wevers, M., Van Huffel, S. (2004). Acoustic emission monitoring using a multimode optical fibre sensor. Insight, 46 (4), 203-209.

Van Schoubroeck, D., Van den Bosch, T., Scharpe, K., Lu, C., Van Huffel, S., Timmerman, D. (2004). Prospective evaluation of blood flow in the myometrium and uterine arteries in the puerperium. Ultrasound in Obstetrics & Gynecology, 23 (4), 378-81.

Van Huffel, S., Sima, V., Varga, A., Hammarling, S., Delebecque, F. (2004). High-performance numerical software for control : developing reliable and efficient software for control applications. IEEE Control Systems Magazine, 24 (1), 60-76.

Kukush, A., Van Huffel, S. (2004). Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX = B. Metrika, 59 (1), 75-97.

Morren, G., Wolf, M., Lemmerling, P., Wolf, U., Choi, J., Gratton, E., De Lathauwer, L., Van Huffel, S. (2004). Detection of fast neuronal signals in the motor cortex from functional near infrared spectroscopy measurements using independent component analysis. Medical & biological engineering & computing, 42 (1), 92-99.

Stoica, P., Sangren, N., Selen, Y., Vanhamme, L., Van Huffel, S. (2003). Frequency-domain method based on the singular value decomposition for frequency-selective NMR spectroscopy. Journal of magnetic resonance, 165 (1), 80-88.

Timmerman, D., Verguts, J., Konstantinovic, M., Moerman, P., Van Schoubroeck, D., Deprest, J., Van Huffel, S. (2003). The pedicle artery sign based on sonography with color Doppler imaging can replace second-stage tests in women with abnormal vaginal bleeding. Ultrasound in Obstetrics & Gynecology, 22 (2), 166-171.

Lu, C., Van Gestel, T., Suykens, J., Van Huffel, S., Vergote, I., Timmerman, D. (2003). Preoperative prediction of malignancy of ovarian tumors using least squares support vector machines. Artificial intelligence in medicine, 28 (3), 281-306.

Lemmerling, P., Mastronardi, N., Van Huffel, S. (2003). Efficient implementation of a structured total least squares based speech compression method. Linear algebra and its applications, 366, 295-315.

Morren, G., Lemmerling, P., Van Huffel, S. (2003). Decimative subspace-based parameter estimation techniques. Signal processing, 83 (5), 1025-1033.

Van den Bosch, T., Van Schoubroeck, D., Ameye, L., De Brabanter, J., Van Huffel, S., Timmerman, D. (2003). Ultrasound assessment of endometrial thickness and endometrial polyps in women on hormonal replacement therapy. American Journal of Obstetrics and Gynecology, 188 (5), 1249-1253.

De Clercq, W., Lemmerling, P., Van Huffel, S., Van Paesschen, W. (2003). Anticipation of epileptic seizures from standard EEG recordings. Lancet, 361 (9361), 970-970.

De Clercq, W., Lemmerling, P., Van Huffel, S., Van Paesschen, W. (2003). Anticipation of epileptic seizures from standard EEG recordings. The Lancet, 361, 971-971.

Bergans, N., Dresselaers, T., Vanhamme, L., Van Hecke, P., Van Huffel, S., Vanstapel, F. (2003). Quantification of the glycogen 13C-1 NMR signal during glycogen synthesis in perfused rat liver. NMR in biomedicine, 16 (1), 36-46.

Morren, G., Naulaers, G., Lemmerling, P., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Quantitation of the concordance between cerebral intravascular oxygenation and mean arterial blood pressure for the detection of impaired autoregulation. Advances in Experimental Medicine and Biology, 510, 403-8.

Lemmerling, P., Van Huffel, S., Naulaers, G., Daniels, H., Devlieger, H. (2003). Nonlinear analysis of heart rate variability in infants with apparent life-threatening events. Advances in Experimental Medicine and Biology, 510, 369-373.

Naulaers, G., Morren, G., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Measurement of tissue oxygenation index during the first three days in premature born infants. Advances in Experimental Medicine and Biology, 510, 379-83.

Kukush, A., Markovsky, I., Van Huffel, S. (2003). Consistent Estimation in the bilinear multivariate errors-in-variables model. Metrika, 57 (3), 253-285.

Van den Bosch, T., Van Schoubroeck, D., Lu, C., De Brabanter, J., Van Huffel, S., Timmerman, D. (2002). Color Doppler and gray-scale ultrasound evaluation of the postpartum uterus. Ultrasound in Obstetrics & Gynecology, 20 (6), 586-591.

Kukush, A., Markovsky, I., Van Huffel, S. (2002). Consistent fundamental matrix estimation in a quadratic measurement error model arising in motion analysis. Computational statistics & data analysis, 41 (1), 3-18.

Naulaers, G., Morren, G., Van Huffel, S., Casaer, P., Devlieger, H. (2002). Cerebral tissue oxygenation index in very premature infants. Archives of disease in childhood. Fetal and neonatal edition, 87 (3), F189-F192.

Van den Bosch, T., Van Schoubroeck, D., Ameye, L., De Brabanter, J., Van Huffel, S., Timmerman, D. (2002). The influence of hormone replacement therapy on the ultrasound features of the endometrium: a prospective study. European journal of cancer (Oxford, England : 1990), 38 Suppl 6, S78-S79.

Van den Bosch, T., Donders, G., Riphagen, I., Debois, P., Ameye, L., De Brabanter, J., Van Huffel, S., Van Schoubroeck, D., Timmerman, D. (2002). Ultrasonographic features of the endometrium and the ovaries in women on etonogestrel implant. Ultrasound in Obstetrics & Gynecology, 20 (4), 377-380.

Van Huffel, S., Wang, Y., Vanhamme, L., Van Hecke, P. (2002). Automatic frequency alignment and quantitation of single resonances in multiple magnetic resonance spectra via complex principal component analysis. Journal of magnetic resonance (San Diego, Calif. : 1997), 158 (1-2), 1-14.

Laudadio, T., Mastronardi, N., Vanhamme, L., Van Hecke, P., Van Huffel, S. (2002). Improved Lanczos algorithms for blackbox MRS data quantitation. Journal of magnetic resonance (San Diego, Calif. : 1997), 157 (2), 292-297.

Lemmerling, P., Vanhamme, L., Romano, R., Van Huffel, S. (2002). A subspace time-domain algorithm for automated NMR spectral normalization. Journal of magnetic resonance, 157 (2), 190-199.

Lemmerling, P., Van Huffel, S., De Moor, B. (2002). The structured total least-squares approach for non-linearly structured matrices. Numerical linear algebra with applications, 9 (4), 321-332.

Morren, G., Van Huffel, S., Helon, I., Naulaers, G., Daniëls, H., Devlieger, H., Casaer, P. (2002). Effects of non-nutritive sucking on heart rate, respiration and oxygenation: a model-based signal processing approach. Comparative biochemistry and physiology. Part A, Molecular & integrative physiology, 132 (1), 97-106.

Cirrincione, G., Cirrincione, M., Herault, J., Van Huffel, S. (2002). The MCA EXIN neuron for the minor component analysis. IEEE Transactions on neural networks, 13 (1), 160-187.

Van Loven, K., Jacobs, R., Van Hees, J., Van Huffel, S., van Steenberghe, D. (2001). Trigeminal somatosensory evoked potentials in humans. Electromyography and clinical neurophysiology, 41 (6), 357-375.

Coron, A., Vanhamme, L., Antoine, J., Van Hecke, P., Van Huffel, S. (2001). The filtering approach to solvent peak suppression in MRS: a critical review. Journal of magnetic resonance (San Diego, Calif. : 1997), 152 (1), 26-40.

Lemmerling, P., Vanhamme, L., Van Huffel, S., De Moor, B. (2001). IQML-like algorithms for solving structured total least squares problems: a unified view. Signal processing, 81 (9), 1935-1945.

Mastronardi, N., Kressner, D., Sima, V., Van Dooren, P., Van Huffel, S. (2001). A fast algorithm for subspace state-space system identification via exploitation of the displacement structure. Journal of computational and applied mathematics, 132 (1), 71-81.

Vanhamme, L., Sundin, T., Van Hecke, P., Van Huffel, S. (2001). MR spectroscopy quantitation: a review of time-domain methods. Nmr in biomedicine, 14 (4), 233-246.

Van Hecke, P., Van Huffel, S. (2001). NMR spectroscopy quantitation (editorial). Nmr in biomedicine, 14 (4), 223.

Mastronardi, N., Chandrasekaran, S., Van Huffel, S. (2001). Fast and stable two-way algorithm for diagonal plus semi-separable systems of linear equations. Numerical linear algebra with applications, 8 (1), 7-12.

Mastronardi, N., Chandrasekaran, S., Van Huffel, S. (2001). Fast and stable algorithms for reducing diagonal plus semi-separable matrices to tridiagonal and bidiagonal form. BIT, 41 (1), 149-157.

Vanhamme, L., Lemmerling, P., Van Huffel, S. (2001). Comments on "Confidence Images for MR Spectroscopic Imaging", by Karl Young, Dennis Khetselius, Brian J. Soher and Andrew A. Maudsley (Magnetic Resonance in Medicine : 44:537-545, 2000). Magnetic resonance in medicine, 46 (6), 1254-1255.

Lemmerling, P., Van Huffel, S. (2001). Analysis of the structured total least squares problem for Hankel/Toeplitz matrices. Numerical algorithms, 27 (1), 89-114.

Mastronardi, N., Van Dooren, P., Van Huffel, S. (2001). On the stability of the generalized Schur algorithm. Numerical analysis and its applications, 1988, 560-567.

Van Loven, K., Jacobs, R., Swinnen, A., Van Huffel, S., Van Hees, J., van Steenberghe, D. (2000). Sensations and trigeminal somatosensory-evoked potentials elicited by electrical stimulation of endosseous oral implants in humans. Archives of oral biology, 45 (12), 1083-1090.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2000). Fast structured total least squares algorithm for solving the basic deconvolution problem. SIAM journal on matrix analysis and applications, 22 (2), 533-553.

Swinnen, A., Van Huffel, S., Van Loven, K., Jacobs, R. (2000). Detection and multichannel SVD-based filtering of trigeminal somatosensory evoked potentials. Medical & biological engineering & computing, 38 (3), 297-305.

Vanhamme, L., Sundin, T., Van Hecke, P., Van Huffel, S., Pintelon, R. (2000). Frequency-selective quantification of biomedical magnetic resonance spectroscopy data. Journal of magnetic resonance (San Diego, Calif. : 1997), 143 (1), 1-16.

Rippert, L., Wevers, M., Van Huffel, S. (2000). Optical and acoustic damage detection in laminated CFRP composite materials. Composites science and technology, 60 (14), 2713-2724.

Lemmerling, P., Mastronardi, N., Van Huffel, S. (2000). Fast algorithm for solving the Hankel/Toeplitz Structured Total Least Squares Problem. Numerical algorithms, 23 (4), 371-392.

Wevers, M., Rippert, L., Van Huffel, S. (2000). Optical fibres for in situ monitoring the damage development in composites and the relation with acoustic emission measurements. Journal of Acoustic Emission, 18, 41-50.

Vanhamme, L., Van Huffel, S., Van Hecke, P., van Ormondt, D. (1999). Time-domain quantification of series of biomedical magnetic resonance spectroscopy signals. Journal of magnetic resonance (San Diego, Calif. : 1997), 140 (1), 120-30.

De Brabanter, J., Vergote, I., Verrelst, H., Timmerman, D., Van Huffel, S., Vandewalle, J. (1999). Univariate and multivariate regression analysis:some basic statistical principles. CME Journal of Gynecologic Oncology, 262-270.

Sundin, T., Vanhamme, L., Van Hecke, P., Dologlou, I., Van Huffel, S. (1999). Accurate quantification of $^1$H spectra : from FIR filter design for solvent suppression to parameter estimation. Journal of magnetic resonance (San Diego, Calif. : 1997), 139 (2), 189-204.

Vanhamme, L., Fierro, R., Van Huffel, S., de Beer, R. (1998). Fast removal of residual water in proton spectra. Journal of magnetic resonance, 132 (2), 197-203.

Dologlou, I., Van Huffel, S., Van Ormondt, D. (1998). Frequency-Selective MRS data quantification with frequency prior knowledge. Journal of magnetic resonance, 130 (2), 238-243.

Vanhamme, L., van den Boogaart, A., Van Huffel, S. (1997). Improved method for accurate and efficient quantification of MRS data with use of prior knowledge. Journal of magnetic resonance, 129 (1), 35-43.

Chen, H., Van Huffel, S., Vandewalle, J. (1997). Improved methods for exponential parameter estimation in the presence of known poles and noise. IEEE Transactions on signal processing, 45 (5), 1390-1393.

Chen, H., Van Huffel, S., vandenBoom, A., vandenBosch, P. (1997). Subspace-based parameter estimation of exponentially damped sinusoids using prior knowledge of frequency and phase. Signal processing, 59 (1), 129-136.

Dologlou, I., Van Huffel, S., VanOrmondt, D. (1997). Improved signal enhancement procedures applied to exponential data modeling. IEEE Transactions on signal processing, 45 (3), 799-803.

Totz, J., vandenBoogaart, A., Van Huffel, S., GraveronDemilly, D., Dologlou, I., Heidler, R., Michel, D. (1997). The use of continuous regularization in the automated analysis of MRS time-domain data. Journal of magnetic resonance, 124 (2), 400-409.

Lemmerling, P., De Moor, B., Van Huffel, S. (1996). On the equivalence of constrained total least squares and structured total least squares. IEEE Transactions on signal processing, 44 (11), 2908-2911.

Overloop, K., Van Hecke, P., Vanstapel, F., Chen, H., Van Huffel, S., Knijn, A., van Ormondt, D. (1996). Evaluation of signal processing methods for the quantification of a multi-exponential signal: the glycogen 13C-1 NMR signal. NMR in biomedicine, 9 (7), 315-21.

Van Huffel, S., Park, H., Rosen, J. (1996). Formulation and solution of structured total least norm problems for parameter estimation. IEEE Transactions on signal processing, 44 (10), 2464-2474.

Van Huffel, S. (1996). Comment on "Estimating the parameters of exponentially damped undamped sinusoids in noise: A non-iterative approach,by Debasis Kundu and Amit Mitra"". Signal processing, 51 (1), 77-78.

Chen, H., Van Huffel, S., VanOrmondt, D., DeBeer, R. (1996). Parameter estimation with prior knowledge of known signal poles for the quantification of NMR spectroscopy data in the time domain. Journal of magnetic resonance series a, 119 (2), 225-234.

Chen, H., Van Huffel, S., Vandewalle, J. (1996). Bandpass prefiltering for exponential data fitting with known frequency region of interest. Signal processing, 48 (2), 135-154.

Park, H., Van Huffel, S. (1995). 2-way bidiagonalization scheme for downdating the singular-value decomposition. Linear algebra and its applications, 222, 23-39.

Van Huffel, S., Park, H. (1995). Efficient reduction algorithms for bordered band matrices. Numerical linear algebra with applications, 2 (2), 95-113.

Van Huffel, S., Chen, H., Decanniere, C., Van Hecke, P. (1994). Algorithm for time-domain nmr data fitting based on total least-squares. Journal of magnetic resonance series a, 110 (2), 228-237.

Decanniere, C., Van Hecke, P., Vanstapel, F., Chen, H., Van Huffel, S., Vandervoort, C., Vantongeren, B., Vanormondt, D. (1994). Evaluation of signal-processing methods for the quantification of strongly overlapping peaks in p-31 nmr-spectra. Journal of magnetic resonance series b, 105 (1), 31-37.

Van Huffel, S., Park, H. (1994). Parallel tri-diagonalization and bi-diagonalization of bordered bidiagonal matrices.

Chen, H., Van Huffel, S., Decanniere, C., Vanhecke, P. (1994). An improved signal enhancement algorithm for the quantification of nmr data in the time-domain. Journal of magnetic resonance series a, 109 (1), 46-55.

Borgs, M., Van Hecke, P., Overloop, K., Decanniere, C., Van Huffel, S., Stalmans, W., Vanstapel, F. (1993). In-situ c-13 nmr quantification of hepatic glycogen. Nmr in biomedicine, 6 (6), 371-376.

Van Huffel, S. (1993). Enhanced resolution based on minimum-variance estimation and exponential data modeling. Signal processing, 33 (3), 333-355.

Van Huffel, S., Zha, H. (1993). An efficient total least squares algorithm based on a rank-revealing two-sided orthogonal decomposition. Numerical Algorithms, 4, 101-133.

Stoica, P., Soderstrom, T., Van Huffel, S. (1992). On svd-based and tls-based high-order yule-walker methods of frequency estimation. Signal processing, 29 (3), 309-317.

Van Huffel, S. (1992). On the significance of nongeneric total least-squares problems. Siam journal on matrix analysis and applications, 13 (1), 20-35.

Van Huffel, S. (1991). Iterative algorithms for computing the singular subspace of a matrix associated with its smallest singular-values. Linear algebra and its applications, 154, 675-709.

Van Huffel, S., Zha, H. (1991). The restricted total least-squares problem - formulation, algorithm, and properties. Siam journal on matrix analysis and applications, 12 (2), 292-309.

Stoian, A., Stoica, P., Van Huffel, S. (1990). Comparative performance study of least-squares and total least squares Yule-Walker estimates of autoregressive parameters. Scientific Bulletin, 52 (2), 81-89.

Van Huffel, S., Vandewalle, J. (1989). Comparison of total least-squares and instrumental variable methods for parameter-estimation of transfer-function models. International journal of control, 50 (4), 1039-1056.

Van Huffel, S., Vandewalle, J. (1989). On the accuracy of total least-squares and least-squares techniques in the presence of errors on all data. Automatica, 25 (5), 765-769.

Van Huffel, S. (1989). The extended classical total least-squares algorithm. Journal of computational and applied mathematics, 25 (1), 111-119.

Van Huffel, S., Vandewalle, J. (1989). Analysis and properties of the generalized total least squares problem $AX\approx B$ when some or all columns of A are subject to errors. Siam journal on matrix analysis and applications, 10 (3), 294-315.

Van Huffel, S., Vandewalle, J. (1989). Algebraic connections between the least-squares and total least-squares problems. Numerische mathematik, 55 (4), 431-449.

Van Huffel, S., Vandewalle, J. (1988). Iterative speed improvement for solving slowly varying total least-squares problems. Mechanical systems and signal processing, 2 (4), 327-348.

Van Huffel, S., Vandewalle, J. (1988). Analysis and solution of the nongeneric total least-squares problem. SIAM journal on matrix analysis and applications, 9 (3), 360-372.

Van Huffel, S., Vandewalle, J. (1988). The partial total least-squares algorithm. Journal of computational and applied mathematics, 21 (3), 333-341.

Van Huffel, S., Vandewalle, J., Haegemans, A. (1987). An efficient and reliable algorithm for computing the singular subspace of a matrix, associated with its smallest singular-values. Journal of computational and applied mathematics, 19 (3), 313-330.

Van Huffel, S., Vandewalle, J. (1987). Algebraic relationships between classical regression and total least-squares estimation. Linear algebra and its applications, 93, 149-160.

Van Huffel, S., Vandewalle, J. (1987). Subset-selection using the total least-squares approach in collinearity problems with errors in the variables. Linear algebra and its applications, 88-9, 695-714.

Van Huffel, S., Vandewalle, J., De Roo, M., Willems, J. (1987). Reliable and efficient deconvolution technique based on total linear least-squares for calculating the renal retention function. Medical & biological engineering & computing, 25 (1), 26-33.

Van Huffel, S. Partial total least-squares algorithm (Algorithm 33). Journal of computational and applied mathematics, 33 (1), 113-121.

Van Huffel, S. Partial singular value decomposition algorithm (Algorithm 32). Journal of computational and applied mathematics, 33 (1), 105-112.

AT (Articles in other academic journals)

Vandeput, S., Liu, J., Li, Y., Chen, Z., Chen, S., Xie, Q., Van Huffel, S., Aubert, A. (2010). Nonlinear dynamics of cardiovascular control during Head-down Bed Rest using nonlinear techniques. Space Medicine & Medical Engineering, 23 (6), 391-396.

Vanhamme, L., Devos, A., Van Hecke, P., Van Huffel, S. (2005). Van spectroscopisch signaal tot klinische diagnose. Het ingenieursblad, 3, 52-58.

De Clercq, W., Srivastava, S., Vandermeulen, D., Suetens, P., Van Huffel, S., Van Paesschen, W. (2005). Epilepsie en intensieve samenwerking tussen artsen en ingenieurs. De Agenda Psy & Neuro, 37, 12-13.

Van Huffel, S., Suetens, P., Puers, R., Vander Sloten, J., Van der Perre, G., Van Audekercke, R. (2001). Biomedische Technieken. V.I.Lv.-blad (Academische Tijdingen), 21 (21), 17-21.

Van Humbeeck, J., Vander Sloten, J., Van Huffel, S., Suetens, P. (2000). Een dialoog tussen ingenieur en arts (33ste Van Cauterenleerstoel - doorbraak in medische technologie). VILv (3), 11.

van den Boom, A., Van Huffel, S., Brenner, P. (1997). NICONET : A network for numerically reliable software in CACSD. Journal A: quarterly journal of automatic control, 38 (3), 20-21.

Van Huffel, S., Vandewalle, J. (1988). The application of the total least squares technique in linear parameter estimation. Journal A: quarterly journal of automatic control, 29 (1), 17-26.

IBa (Academic books, internationally recognised scientific publisher; as author)

(2012). Oxygen Transport to Tissue XXXIII. (Wolf, M, Ed. Bucher, H.U, Ed. Rudin, M, Ed. Van Huffel, Sabine, Ed. Wolf, U, Ed. Bruley, D.F, Ed. Harrison, D.K, Ed.). Adv. Exp. Med. Biol., 373. Springer.

(2010). Neuromath. (Vanderperren, Katrien, Ed. Vanrumste, Bart, Ed. Van Huffel, Sabine, Ed.). 55.

Markovsky, I., Willems, J., De Moor, B., Van Huffel, S. (2006). Exact and Approximate Modeling of Linear Systems: A Behavioral Approach. Philadelphia, USA: SIAM.

Van Huffel, S., Lemmerling, P. (2002). Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications. Kluwer Academic Publishers.

Van Huffel, S., Vandewalle, J. (1991). The Total Least Squares Problem: Computational Aspects and Analysis. Frontiers in Applied Mathematics series, 9. Philadelphia, Pennsylvania: SIAM.

IBe (Academic books, internationally recognised scientific publisher; as editor)

(2005). Numerical Linear Algebra and its Applications. (Mastronardi, N., Ed., Van Huffel, S., Ed.).

(2001). NMR Spectroscopy Quantitation. (Van Hecke, P., Ed., Van Huffel, S., Ed.).

(1997). Recent Advances in Total Least Squares Techniques and Errors-in-Variables. (Van Huffel, S., Ed.). Philadelphia, USA: SIAM.

ABe (Other academic books; as editor)

(2007). Special Issue of Computational Statistics and Data Analysis. (Van Huffel, S., Ed., Cheng, C., Ed., Mastronardi, N., Ed., Paige, C., Ed., Kukush, A., Ed.).

(2007). Special Issue of Advances in Signal Processing. (Mastronardi, N., Ed., Golub, G., Ed., Chandrasekaran, S., Ed., Moonen, M., Ed., Van Dooren, P., Ed., Van Huffel, S., Ed.).

IHb (Article in academic book, internationally recognised scientific publisher)

Naulaers, G., Caicedo Dorado, A., Van Huffel, S. (2012). Use of near-infrared spectroscopy in the neonatal intensive care unit. In: Chen W., Oetomo S., Feijs L. (Eds.), Neonatal monitoring technologies : design for integrated solutions, Chapt. 4 (pp. 56-83). Hershey, Pennsylvania, USA: IGI Global.

Van Huffel, S., Spitz, B. (2012). Onderzoek. Aandacht verschuiven van het "ik" naar de "ander". In: Geybels H. (Eds.), Geloven in de toekomst. (pp. 56-58).

Luts, J., Laudadio, T., Idema, A., Simonetti, A., Heerschap, A., Vandermeulen, D., Suykens, J., Van Huffel, S. (2011). Nosologic imaging of brain tumors using MRI and MRSI. In: Hayat M. (Eds.), Tumors of the central nervous system, Chapt. 16 (pp. 155-168) Springer.

De Vos, M., Cherian, P., Deburchgraeve, W., Swarte, R., Govaert, P., Van Huffel, S., Visser, G. (2011). Automated neonatal brain monitoring. In: Chen W., Bambang Oetomo S., Feijs L. (Eds.), Neonatal monitoring technologies : design for integrated solutions (pp. 244-261). Hershey, Pennsylvania, USA: IGI Global.

Draulans, V., Van Huffel, S. (2011). Gezocht : m/v-student wetenschappen of ingenieur : over gender-beleid en gender-diversiteit. In: Deblonde M. (Eds.), Duizend bloemen en granaten : over gender en technologie (pp. 139-156) ACCO.

Osorio Garcia, M., Croitor Sava, A., Sima, D., Nielsen, F., Himmelreich, U., Van Huffel, S. (2011). Quantification improvements of 1H MRS signals. In: Kim D. (Eds.), Magnetic Resonace Spectroscopy (pp. 1-26). Rijeka, Croatia: Intech open access publisher.

De Vos, M., De Lathauwer, L., Van Huffel, S. (2010). Decomposition methods in Neuroscience. In: Gorriz J., Lang E., Ramirez J. (Eds.), Recent Advances in Biomedical Signal Processing (pp. 1-25). Bussum, Nederland: Bentham Publishers.

Sima, D., Poullet, J., Van Huffel, S. (2010). Computational aspects of exponential data fitting in Magnetic Resonace Spectroscopy. In: Pereyra V., Scherer G. (Eds.), Exponential data fitting and its applications, Chapt. 2 (pp. 27-51). Oak Park IL: Bentham eBooks, Bentham Science Publishers Ltd..

Sima, D., Croitor Sava, A., Van Huffel, S. (2010). Adaptive alternating minimization for fitting magnetic resonance spectroscopic imaging signals. In: Diehl M., Glineur F., Jarlebring E., Michiels W. (Eds.), Recent Advances in Optimization and its Applications in Engineering (pp. 511-520).

Poullet, J., Sima, D., Van Huffel, S. (2009). Metabolite quantification in MRS and pattern recognition. In: Harris R., Wasylishen R. (Eds.), Encyclopedia of Magnetic Resonance (pp. 1-9). Chichester, UK: John Wiiley.

Van Calster, B., Gevaert, O., Van Holsbeke, C., De Moor, B., Van Huffel, S., Timmerman, D. (2009). Clinical decision support for ovarian tumor diagnosis using Bayesian models. Results from the IOTA study. In: Masulli F., Micheli A., Sperduti A. (Eds.), Computational Intelligence and Bioengineering. (pp. 111-128). Amsterdam, The Netherlands: IOS Press.

Devos, A., Van Huffel, S., Simonetti, A., van der Graaf, M., Heerschap, A., Buydens, L. (2007). Classification of brain tumours by pattern recognition of Magnetic Resonance Imaging and Spectroscopic data. In: Taktak A., Fisher A. (Eds.), Outcome Prediction in Cancer (pp. 285-318) Elsevier Publishers.

Lluch-Ariet, M., Estanyol, F., Mier, M., Delgado, C., Gonzalez-Velez, H., Dalmas, T., Robles, M., Saez, C., Vicente, J., Van Huffel, S., Luts, J., Arus, C., Candiota Silveira, A., Julia-Sape, M., Peet, A., Gibb, A., Sun, Y., Celda, B., Martinez-Bisbal, M., Valsecchi, G., Dupplaw, D., Hu, B., Lewis, P. (2007). On the implementation of HealthAgents : Agent-based brain tumour diagnosis. In: Annicchiarico R., Cortes U., Urdiales C. (Eds.), Agent-Technology and e-Health (pp. 5-24). Basel, Switzerland: Birkhauser Verlag.

Lu, C., Suykens, J., Timmerman, D., Vergote, I., Van Huffel, S. (2004). Linear and Nonlinear Preoperative Classification of Ovarian Tumors. In: Ichimura T., Yoshida K. (Eds.), Knowledge Based Intelligent System for Health Care, Chapt. 11 (pp. 343-382). Magill, Australia.

Van Huffel, S. (2003). Verankering van het gelijke kansenbeleid via een netwerkstructuur van gender mainstreaming. In: Sociale bescherming op nieuwe paden, Liber Memorialis Beatrice van Buggenhout, Universitaire Pers, Leuven, June 2003 (pp. 739-742).

Lemmerling, P., Van Huffel, S. (2002). Structured total least squares : analysis, algorithms and applications. In: Van Huffel S., Lemmerling P. (Eds.), Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications (pp. 79-92) Kluwer Academic Publishers.

Naulaers, G., Morren, G., Van Huffel, S., Casaer, P., Devlieger, H. (2002). Measurement of tissue oxygenation index during the first three days in premature born infants. In: Wilson D. (Eds.), Oxygen transport to tissue XXIII : oxygen measurements in the 21st century : Basic Techniques and clinical relevance (pp. 403-408) Kluwer Academic Publishers.

Verhelst, W., Hermus, K., Lemmerling, P., Wambacq, P., Van Huffel, S. (2002). Modeling audio with damped sinusoids using total least squares algorithms. In: Van Huffel S., Lemmerling P. (Eds.), Total least squares and errors-in-variables modeling : analysis, algorithms and applications (pp. 331-340) Kluwer Academic Publishers.

Vanhamme, L., Van Huffel, S., Van Hecke, P. (2002). Time-domain spectroscopic quantitation. In: Hong Y. (Eds.), Signal Processing for Medical Magnetic Resonance Imaging and Spectroscopy (pp. 475-507).

Lemmerling, P., Van Huffel, S. (2002). Introduction to Total Least Squares and Errors-in-Variables Modeling : Bridging the gap between statistics, computational mathematics and engineering. In: Van Huffel S., Lemmerling P. (Eds.), Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications (pp. 1-1105) Kluwer Academic Publishers.

Kukush, A., Markovsky, I., Van Huffel, S. (2002). On consistent estimators in linear and bilinear multivariate errors-in-variables models. In: Van Huffel S., Lemmerling P. (Eds.), In Total Least Squares and Error-in-Variables Modeling : Analysis, Algorithms and Applications (pp. 155-164) Kluwer Academic Publishers.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2002). Fast structured total least squares algorithms via exploitation of the displacement structure. In: Van Huffel S., Lemmerling P. (Eds.), Total Least Squares and Errors-in-Variables Modeling : Analysis, Algorithms and Applications (pp. 93-106).

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2001). The structured total least squares problem. In: Olshevsky V. (Eds.), Structured Matrices in Mathematics, Computer Science and Engineering I : Part I (pp. 157-175).

Benner, P., Mehrmann, V., Sima, V., Van Huffel, S., Varga, A. (1998). SLICOT - A subroutine library in systems and control theory. In: Applied and Computational Control, Signals and Circuits (pp. 499-539).

Van Huffel, S. (1997). TLS applications in biomedical signal processing. In: Van Huffel S. (Eds.), Recent Advances in Total Least Squares Techniques and Errors-in-Variables Modeling (pp. 307-318). Philadelphia, USA: SIAM.

Lemmerling, P., Van Huffel, S., De Moor, B. (1997). Structured total least squares problems : formulations, algorithms and applications. In: Recent Advances in Total Least Squares Techniques and Errors-in-Variables Modeling (pp. 215-223). Philadelphia, USA: SIAM.

Fierro, R., Vanhamme, L., Van Huffel, S. (1997). Total least squares algorithms based on rank-revealing complete orthogonal decompositions. In: Van Huffel S. (Eds.), Recent Advances in Total Least Squares Techniques and Errors-in-Variables Modeling (pp. 99-116). Philadelphia, USA: SIAM.

De Beer, R., Van Ormondt, D., Wajer, F., Cavassila, S., Graveron-Demilly, D., Van Huffel, S. (1995). SVD-based modeling of medical NMR signals. In: Moonen M., De Moor B. (Eds.), SVD and signal processing III : algorithms, architectures and applications (pp. 467-474) Elsevier Publishers.

De Moor, B., Vandewalle, J., Barbé, A., Engelen, J., Lisotten, L., Aernoudt, E., Van Huffel, S. (1995). Hoop en angst in de postmoderne technotoop. In: Pattyn B., Raymaekers B., Steel C., Van Gorp H., De Ranter C., Dupre A., Bellen M. (Eds.), Wegen van Hoop: Universitaire perspectieven (pp. 277-293).

Van Huffel, S., Lemmerling, P., Vanhamme, L. (1995). Fast algorithms for signal subspace fitting with Toeplitz matrices and applications to exponential data modeling. In: Moonen M., De Moor B. (Eds.), SVD and signal processing III : algorithms, architectures and applications (pp. 191-198) Elsevier Publishers.

Park, H., Rosen, J., Van Huffel, S. (1995). Structure preserving total least squares method and its application to parameter estimation. In: Moonen M., De Moor B. (Eds.), SVD and signal processing III : algorithms, architectures and applications (pp. 399-408) Elsevier Publishers.

Chen, H., Van Huffel, S., Vandewalle, J. (1995). Bandpass filtering for the HTLS estimation algorithm: design, evaluation and SVD analysis. In: Moonen M., De Moor B. (Eds.), SVD and signal processing III : algorithms, analysis and applications (pp. 391-398) Elsevier Publishers.

Van Huffel, S., Decanniere, C., Chen, H., Van Hecke, P. (1994). Resolution improvement by minimum variance signal enhancement. In: McWhirter J. (Eds.), Mathematics in Signal Processing III (pp. 197-206). Warwick, UK: Clarendon Press-Oxford.

Van Huffel, S., De Moor, B., Chen, H. (1994). Relationships between structured and constrained TLS, with applications to signal enhancement. In: Helmke U., Mennicken R., Saurer J. (Eds.), Systems and Networks : Mathematical Theory and Applications, (pp. 899-904). Regensburg, Germany: Akademie Verlag.

Van Huffel, S. (1994). Numeriek betrouwbare algoritmen voor signaalverwerking en medische diagnostiek. In: Arenbergperiodiek (pp. 87-91).

Van Huffel, S., Zha, H. (1993). The total least squares problem. In: Rao C. (Eds.), Handbook of Statistics: Computational Statistics (pp. 377-408).

Van Huffel, S., Aerts, L., Bervoets, J., Vandewalle, J., Decanniere, C., Van Hecke, P. (1992). Improved quantitative time-domain analysis of NMR data by total least squares. In: Vandewalle J., Boite R., Moonen M., Oosterlinck A. (Eds.), Signal Processing VI : Theories and Applications (pp. 1721-1724) Elsevier Publishers.

Van Huffel, S. (1992). Iterative methods for solving total least squares problems. In: Beauwens R., De Groen P. (Eds.), Iterative Methods in Linear Algebra (pp. 403-413) Elsevier Publishers.

Stoica, P., Söderström, T., Van Huffel, S. (1992). On the equivalence of SVD and TLS based Yule Walker approaches to frequency estimation. In: Vandewalle J., Boite R., Moonen M., Oosterlinck A. (Eds.), Signal Processing VI : Theories and Applications (pp. 669-672) Elsevier Publishers.

Van Huffel, S. (1991). Chebyshev acceleration techniques for solving slowly varying total least squares problems. In: Vaccaro R. (Eds.), SVD and signal processing II : algorithms, architectures and applications (pp. 161-176) Elsevier Publishers.

Van Huffel, S. (1991). The restricted total least squares problem and its use in system identification. In: Deprettere E., van der Veen A. (Eds.), Algorithms and parallel VLSI architectures (pp. 3-12) Elsevier Publishers.

IC (Papers at international scientific conferences and symposia, published in full in proceedings)

Cuppens, K., Bonroy, B., Van de Vel, A., Ceulemans, B., Lagae, L., Tuytelaars, T., Van Huffel, S., Vanrumste, B. (2012). Automatic video detection of nocturnal epileptic movement based on motion tracks. Proc. of the International Conference on bio-inspired systems and signal processing (biosignals). International Conference on bio-inspired systems and signal processing (biosignals). Algarve, Portugal, Feb. 2012 (pp. 342-345).

Van Belle, V., Van Huffel, S., Suykens, J., Boyd, S. (2012). Interval coded scoring systems for survival analysis. Proc. of the European Symposium on Artificial Neural Networks. European Symposium on Artificial Neural Networks. Brugge, Belgium, Apr. 2012 (pp. 173-178).

Koolen, N., Gligorijevic, I., Van Huffel, S. (2012). Reliability of statistical features describing neural spike trains in the presence of classification errors. Proc. of International Conference on bio-inspired systems and signal processing (BIOSIGNALS 2012): Vol. accepted. International Conference on bio-inspired systems and signal processing (BIOSIGNALS 2012). Vilamoura, Portugal, Feb. 2012.

Van Huffel, S. (2012). Proceedings of bio-inspired systems and signal processing. In Van Huffel, S. (Ed.), Correia, C. (Ed.), Fred, A. (Ed.), Gamboa, H. (Ed.), Proceedings of Bio-inspired systems and signal processing. Proc. of the 5th International Joint Conference on Biomedical Engineering Sysstems and Technologies (BIOSTEC 2012): Vol. accepted. Bio-inspired systems and signal processing. Proc. of the 5th International Joint Conference on Biomedical Engineering Sysstems and Technologies (BIOSTEC 2012). Algarve, Portugal, Feb. 2012.

Li, Y., Sima, D., Van Cauter, S., Himmelreich, U., Pi, Y., Van Huffel, S. (2012). Tissue type differentiation for brain glioma using non-negative matrix factorization. Proc. of the Int. Conf. on Bio-inspired systems and signal processing (Biosignals 2012). Int. Conf. on Bio-inspired systems and signal processing (Biosignals 2012). Vilamoura, Portugal, Feb. 2012 (pp. 25-31).

Eykens, H., Widjaja, D., Vanderperren, K., Taelman, J., Braeken, M., Otte, R., Van den Bergh, B., Van Huffel, S. (2012). Phase-rectified signal averaging for the quantification of the influence of prenatal anxiety on heart rate variability of babies. In Van Huffel, S. (Ed.), Correia, C. (Ed.), Fred, A. (Ed.), Gamboa, H. (Ed.), Proceedings of the International Conference on Bio-inspired systems and signal processing. (BIOSIGNALS 2012). International Conference on Bio-inspired systems and signal processing. (BIOSIGNALS 2012). Vilamoura, Portugal, Feb. 2012 (pp. 163-168).

Li, Y., Sima, D., Van Cauter, S., Himmelreich, U., Pi, Y., Van Huffel, S. (2012). Simulation study of tissue type differentiation using non-negative matrix factorization. Proc. of the Int. Conf. on Bio-inspired systems and signal processing (Biosignals 2012). Int. Conf. on Bio-inspired systems and signal processing (Biosignals 2012). Vilamoura, Portugal, Feb. 2012 (pp. 212-217).

Caicedo Dorado, A., Naulaers, G., Wolf, M., Lemmers, P., Van Bel, F., Ameye, L., Van Huffel, S. (2012). Assessment of the myogenic and metabolic mechanism influence in cerebral autoregulation using near-infrared spectroscopy. In Wolf, M. (Ed.), Bucher, H. (Ed.), Rudin, M. (Ed.), Van Huffel, S. (Ed.), Wolf, U. (Ed.), Bruley, D. (Ed.), Harrison, D. (Ed.), Advances in Experimental Medicine and Biology. Oxygen Transport to Tissue XXXIII: Vol. 737. 38th annual meeting of the International Society of oxygen transport in tissue, 2010 (pp. 37-44) Springer and Business Media.

Segers, H., Combaz, A., Manyakov, N., Chumerin, N., Vanderperren, K., Van Huffel, S., Van Hulle, M. (2011). Steady State Visual Evoked Potentials (SSVEP) - based brain spelling system with synchronous and asynchronous typing modes. IFMBE Proceedings: Vol. 34. Nordic-Baltic Conference on Biomedical Engineering and Medical Physics – NBC15. Aalborg, Denmark, 14–17 June 2011 (pp. 164-167).

Widjaja, D., Varon Perez, J., Caicedo Dorado, A., Van Huffel, S. (2011). An improved ECG-derived respiration method using kernel principal component analysis. Proc. of the 38th Annual Computing in Cardiology (CinC 2011). 38th Annual Computing in Cardiology (CinC 2011). Hangzhou, China, Sep. 2011 (pp. 45-48).

Osorio Garcia, M., Sima, D., Nielsen, F., Himmelreich, U., Van Huffel, S. (2011). Damping factor constraints and metabolite profile selection influence magnetic resonance spectroscopy data quantification. Proc. of the International Conference on Bio-Inspired systems and signal processing 2011. BIOSTEC 2011. Rome, Italy, Jan. 2011 (pp. 176-181).

Cooreman, C., Sclocco, R., Tana, M., Vanderperren, K., Visani, I., Panzica, F., Franceschetti, S., Van Huffel, S., Cerutti, S., Bianchi, A. (2011). BOLD correlates of alpha and beta EEG-rhythm during a motor task. Proc. of the 5th International IEEE EMBS conference on Neural Engineering. 5th International IEEE EMBS conference on Neural Engineering. Cancun, Mexico, Apr.-May 2011 (pp. 25-28).

Caicedo Dorado, A., De Smet, D., Vanderhaegen, J., Naulaers, G., Wolf, M., Lemmers, P., Van Bel, F., Ameye, L., Van Huffel, S. (2011). Impaired cerebral autoregulation using Near-Infrared Spectroscopy and its relation to clinical outcomes in premature infants. Proc. 37th annual meeting of the International society of Oxygen Transport in Tissue (ISOTT 2009): Vol. 915. 37th annual meeting of the International society of Oxygen Transport in Tissue (ISOTT 2009), 2009 (pp. 233-239).

Mijovic, B., De Vos, M., Matic, V., Van Huffel, S. (2011). Independent component analysis as a preprocessing step for data compression of neonatal EEG. Proc. 33rd annual international conference of the IEEE engineering in medicine and biology society. IEEE-EMBC. Boston, Massachusetss, USA, Aug. 2011.

Gligorijevic, I., De Vos, M., Blok, J., Mijovic, B., van Dijk, J., Van Huffel, S. (2011). Automated way to obtain motor units signatures and estimate their firing patterns during voluntary contractions using HD-sEMG. Proc. 33rd annual international conference of the IEEE engineering in medicine and biology society (IEEE EMBS Boston). 33rd annual international conference of the IEEE engineering in medicine and biology society (IEEE EMBS Boston). Boston, Massachusetss, USA, Aug. 2011 (pp. 4090-4093).

Milosevic, M., Vandeput, S., Jansen, K., Lagae, L., Van Huffel, S. (2011). Heart rate variability analysis of children with refractory epilepsy before and after the vagus nerve stimulation. Proc. of Proceedings International Conference on Bio-inspired Systems and Signal Processing. Proceedings International Conference on Bio-inspired Systems and Signal Processing. Rome, Italy, Jan. 2011 (pp. 409-412).

Van Looy, W., Cuppens, K., Bonroy, B., Van de Vel, A., Ceulemans, B., Lagae, L., Van Huffel, S., Vanrumste, B. (2011). Detection of body movement using optical flow and clustering. Proc. of the 2nd International Conference on Positioning and Context-Awaerenss: Vol. accepted. PoCA 2011. Brussels, Belgium, Mar. 2011.

Taelman, J., Vandeput, S., Gligorijevic, I., Spaepen, A., Van Huffel, S. (2011). Time-frequency heart rate variability characteristics of young adults during physical, mental and combined stress in laboratory environment. Proc. 33rd annual international conference of the IEEE engineering in medicine and biology society. 33rd annual international conference of the IEEE engineering in medicine and biology society. Boston, Massachusetss, USA, Sep. 2011 (pp. 1973-1976).

Cherian, P., Deburchgraeve, W., Matic, V., De Vos, M., Swartec, R., Blok, J., Govaert, P., Van Huffel, S., Visser, G. (2011). Improvement and validation of an automated neonatal seizure detector. Proceedings International Conference on Bio-inspired Systems and Signal Processing, subconference of the 4th International Joint Conference on Biomedical Engineering Systems and Technologies. International Conference on Bio-inspired Systems and Signal Processing, subconference of the 4th International Joint Conference on Biomedical Engineering Systems and Technologies. Rome, Italy, Jan. 2011 (pp. 31-37).

Hunyadi, B., De Vos, M., Signoretto, M., Suykens, J., Van Paesschen, W., Van Huffel, S. (2011). Automatic seizure detection incorporating structural information. Proc.of the 21st International Conference on Artificial Neural Networks (LNCS 6791). ICANN 2011. Espoo, Finalnd, Jun. 2011 (pp. 233-240).

Decaigny, A., Cuppens, K., Lagae, L., Ceulemans, B., Van Huffel, S., Vanrumste, B. (2010). Accelerometers used for the detection of nocturnal frontal lobe seizures in pediatric patients. Proc. of the European Conference on the Use of Modern Information and Communications Technologies (ECUMICT). European Conference on the Use of Modern Information and Communications Technologies (ECUMICT). Gent, Belgium, 25-26 March 2010 (pp. 331-342).

Gligorijevic, I., Welkenhuysen, M., Prodanov, D., Musa, S., Nuttin, B., Eberle, W., Bartic, C., Van Huffel, S. (2010). Neural signal analysis and artifact removal in single and multichannel in-vivo deep brain recordings. Proc. of 4th Annual Symposium of the IEEE-EMBS Benelux Chapter (IEEE-EMBS). 4th Annual Symposium of the IEEE-EMBS Benelux Chapter (IEEE-EMBS). Twente, The Netherlands, Nov. 2009 (pp. 79-82).

Mijovic, B., De Vos, M., Gligorijevic, I., Van Huffel, S. (2010). Combining EMD with ICA for extracting independent sources from single channel and tow-channel data. Proc. of the 32nd annual International Conference on the IEEE EMBS (IEEE EMB). 32nd annual International Conference on the IEEE EMBS (IEEE EMB). Buenos Aires, Argentina, Aug. 2010 (pp. 5387-5390).

Osorio Garcia, M., Sima, D., Nielsen, F., Himmelreich, U., Van Huffel, S. (2010). Quantification of in vivo magnetic resonance spectroscopy signals with baseline and lineshape corrections. Proc. of the 2010 IEEE International Conference on Imaging Systems and Techniques (IST). 2010 IEEE International Conference on Imaging Systems and Techniques (IST). Thessaloniki, Greece, Jul. 2010 (pp. 349-352).

Vanderperren, K., De Vos, M., Mijovic, B., Ramautar, J., Novitskiy, N., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2010). PARAFAC on ERP data from a visual detection task during simultaneous fMRI acquisition. Proc. of the International Biosignal Processing Conference: Vol. 103. International Biosignal Processing Conference. Berlin,Germany, Jul. 2010 (pp. 1-4).

Ishteva, M., Absil, P., Van Huffel, S., De Lathauwer, L. (2010). Local minima of the best low multilinear rank approximation of tensors. Proc. of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2010). 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2010). Budapest, Hungary, Jul. 2010 (pp. 2145-2146).

Croitor Sava, A., Martinez-Bisbal, M., Celda, B., Heerschap, A., Sima, D., Van Huffel, S. (2010). Incorporating in vivo and ex vivo NMR sources of information for modeling robust brain tumor classifiers. Proc. of the 2010 IEEE International Conference on Imaging Systems and Techniques (IEEE IST). 2010 IEEE International Conference on Imaging Systems and Techniques (IEEE IST). Thesaloniki, Greece, Jun. 2010 (pp. 1-4).

Taelman, J., Mijovic, B., Devuyst, S., Dutoit, T., Van Huffel, S. (2010). ECG artifact removal from surface EMG signals by combining empirical mode decomposition and independent component analysis. Proc. of the International Conference on Bio-inspired Systems and Signal Processing, subconference of the 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2011). 4th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2011). Rome, Italy, Jan. 2011.

Hunyadi, B., De Vos, M., Van Paesschen, W., Van Huffel, S. (2010). A mimicking approach for human epileptic seizure detection. Proc. of the International Biosignal Processing Conference. International Biosignal Processing Conference. Berlin, Germany, Jul. 2010 (pp. 1-4).

Vandeput, S., Jansen, K., Milosevic, M., Lagae, L., Aubert, A., Van Huffel, S. (2010). Nonlinear cardiovascular oscillations in children with refractory epilepsy before and after vagus nerve stimulation. Proc. of the 6th European Study Group on Cardiovascular Oscillations. 6th European Study Group on Cardiovascular Oscillations. Berlin,Germany, Apr. 2010 (pp. 9.1-9.4).

Ishteva, M., Absil, P., Van Huffel, S., De Lathauwer, L. (2010). On the best low multilinear rank approximation of higher-order tensors. In Diehl, M. (Ed.), Glineur, F. (Ed.), Jarlebring, E. (Ed.), Michiels, W. (Ed.), Recent Advances in Optimization and its applications in engineering (invited overview paper). Recent Advances in Optimization and its applications in engineering (invited overview paper), 2010 (pp. 145-164) Springer.

Widjaja, D., Taelman, J., Vandeput, S., Braeken, M., Otte, R., Van den Bergh, B., Van Huffel, S. (2010). ECG-Derived Respiration: Comparison and New Measures for Respiratory Variability. Proc. of the 34th Annual Computers in Cardiology (CinC 2010). 34th Annual Computers in Cardiology (CinC 2010). Belfast, Northern Ireland, Sep. 2010 (pp. 142-152).

Widjaja, D., Vandeput, S., Taelman, J., Braeken, M., Otte, R., Van den Bergh, B., Van Huffel, S. (2010). Accurate R Peak Detection and Advanced Preprocessing of Normal ECG for Heart Rate Variability Analysis. Proc of the 37th Annual Computers in Cardiology (CinC 2010). 37th Annual Computers in Cardiology (CinC 2010). Belfast, Northern Ireland, Sep. 2010 (pp. 533-536).

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2010). On the use of a clinical kernel in survival analysis. Prof. of the European symposium on Artificial Neural Networks (ESANN 2010). European symposium on Artificial Neural Networks (ESANN 2010). Brugge, Belgium, Apr. 2010 (pp. 451-456).

Cuppens, K., Vanrumste, B., Ceulemans, B., Lagae, L., Van Huffel, S. (2010). Detection of epileptic seizures using video data. Proc. of the 6th International Conference on intelligent environments (IE10). 6th International Conference on intelligent environments (IE10). Kuala Lumpur, Malaysia, Jul. 2010.

Caicedo Dorado, A., Naulaers, G., Wolf, M., Lemmers, P., Van Bel, F., Ameye, L., Van Huffel, S. (2010). Cerebral Autoregulation Assessment in Premature Infants: Clinical Relevance. Proc. of the the International Biosignal Processing Conference. International Biosignal Processing Conference. Berlin, Germany, Jul. 2010 (pp. 1-4).

Gligorijevic, I., Welkenhuysen, M., Prodanov, D., Eberle, W., Nuttin, B., Bartic, C., Van Huffel, S. (2010). Statistical analysis of neural spike trains for evaluation of functional differences in brain activity. Proc. of the BIOSIGNAL 2010 Conference (BIOSIGNAL 2010). BIOSIGNAL 2010 Conference (BIOSIGNAL 2010). Berlin, Germany, Jul. 2010.

Croitor Sava, A., Sima, D., Martinez-Bisbal, M., Celda, B., Van Huffel, S. (2010). Non-negative blind source separation techniques for tumor tissue typing using HR-MAS signals. Proc. of the 32nd annual International Conference on the IEEE EMBS (IEEE EMB). 32nd annual International Conference on the IEEE EMBS (IEEE EMB). Buenos Aires, Argentina, Aug. 2010 (pp. 4658-4661).

Taelman, J., Vandeput, S., Widjaja, D., Braeken, M., Otte, R., Van den Bergh, B., Van Huffel, S. (2010). Stress during pregnancy: Is the autonomic nervous system influenced by anxiety?. Proc. of the 37th Annual Computing in Cardiology: Vol. 37. Computing in Cardiology (CinC). Belfast, Northern Ireland, Sep. 2010 (pp. 725-728).

Caicedo Dorado, A., Van Huffel, S. (2010). Weigthed LS-SVM for function estimation applied to artifact removal in bio-signal processing. Proc. of the 32nd annual international conference of the IEEE Engineering in Medicine and Biology Society. 32nd annual international conference of the IEEE Engineering in Medicine and Biology Society. Buenos Aires, Argentina, Aug-Sept, 2010 (pp. 988-991).

Cuppens, K., Lagae, L., Ceulemans, B., Van Huffel, S., Vanrumste, B. (2009). Detection of nocturnal frontal lobe seizures in pediatric patients by means of accelerometers: A first study. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference: Vol. 1. International Conference of the IEEE Engineering in Medicine and Biology Society. Minneapolis, 2-6 September 2009 (pp. 6608-11).

Luts, J., Suykens, J., Van Huffel, S., Laudadio, T., Van Cauter, S., Himmelreich, U., Molla, E., Piquer, J., Martinez-Bisbal, M., Celda, B. (2009). Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI. Computer-Based Medical Systems, 2009. CBMS 2009. IEEE International Symposium on Computer-Based Medical Systems. Albuquerque, NM, USA, 2-5 August 2009 (pp. 1-8).

Mijovic, B., Silva, M., Van den Bergh, B., Allegaert, K., Aerts, J., Berckmans, D., Van Huffel, S. (2009). Assessment of pain expression in infant cry signals using Empirical Mode Decomposition'. Methods of Information in Medicine: Vol. 49 (5). 6th International workshop on biosignal interpretation (BSI). New Haven, USA, 24-26 June 2009 (pp. 448-452) F.K. Schattauer.

Taelman, J., Deburchgraeve, W., Van Damme, K., Adriaensen, T., Spaepen, A., Van Huffel, S. (2009). Detection algorithm for the firing of a single motor unit in surface electromyography from the trapezius muscle during a mental task. Proc. of the 6th international workshop on biosignal interpretation (BSI 2009). 6th international workshop on biosignal interpretation (BSI 2009). New Haven, USA, Jun. 2009 (pp. 116-119).

Vandeput, S., Taelman, J., Spaepen, A., Van Huffel, S. (2009). Heart rate varibility as a tool to distinguish periods of physical and mental stress in a laboratory environment. Proc. of the 6th International workshop on Biosignal Interpretation (BSI). 6th International workshop on Biosignal Interpretation (BSI). New Haven, Connecticut, Jun. 2009 (pp. 187-190).

Croitor Sava, A., Sima, D., Poullet, J., Van Huffel, S. (2009). Exploiting Spatial Information for Estimating Metabolite Concentration in MRSI''. Proc. of the International Society of Magnetic Resonance in Medicine 17 (ISMRM). International Society of Magnetic Resonance in Medicine 17 (ISMRM). Honolulu, Hawai, Apr. 2009 (pp. 4280p.).

Croitor Sava, A., Martinez-Bisdal, M., Celda, B., Cerda, J., Van Huffel, S. (2009). Tissue typing within glial tumours. Proc. of the European Society for Magnetic Resonance in Medicine and Biology Congress (ESMRMB). European Society for Magnetic Resonance in Medicine and Biology Congress (ESMRMB). Antalya, Turkey, Oct. 2009 (pp. 471-472).

Matic, V., Deburchgraeve, W., Van Huffel, S. (2009). Comparison of ICA algorithms for ECG artifact removal from EEG signals. Proc. of the 4th Annual Symposium of the IEEE-EMBS Benelux Chapter. 4th Annual Symposium of the IEEE-EMBS Benelux Chapter. Twente, The Netherlands, Nov. 2009 (pp. 137-140).

Deburchgraeve, W., Cherian, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2009). Exploration of the CP decomposition combined with SVD analysis for neonatal oscillatory seizure localization. Proc. of the Biosignal Interpretation Conference (BSI). Biosignal Interpretation Conference (BSI). New Haven, Connecticut, Jun. 2009 (pp. 1-4).

De Tollenaere, J., Deburchgraeve, W., De Vos, M., Van Huffel, S. (2009). New approaches for the adaptive segmentation of neonatal EEG signals. Proc. of the 4th Annual Symposium of the IEEE-EMBS Benelux Chapter. 4th Annual Symposium of the IEEE-EMBS Benelux Chapter. Twente, The Netherlands, Nov. 2009 (pp. 141-144).

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2009). Feature Selection in Survival Least Squares Support Vector Machines with Maximal Variation Constraints. In Cabestany, J. (Ed.), Sandoval, F. (Ed.), Prieto, A. (Ed.), Corchabo, J. (Ed.), Bio-Inspired Systems: Computational and Ambient Intelligence. Lecture notes in Computer Science: Vol. 5517. 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, 2009 (pp. 65-72) Springer.

Vandeput, S., Verheyden, B., Aubert, A., Van Huffel, S. (2009). Modeling the Recovery of the Sympathetic and Parasympathetic Modulation in Astronauts after Short and Long Duration Space Missions. Proc. of the 30th Annual International Gravitational Physiology meeting (ISGP). 30th Annual International Gravitational Physiology meeting (ISGP). Xi'an, China, May 2009.

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2009). MINLIP: Efficient Learning of Transformation Models. Lecture Notes in Computer Science: Vol. 5768. International Conference on Artificial Neural Networks (ICANN2009), 2009 (pp. 60-69) Springer.

Vandeput, S., Verheyden, B., Aubert, A., Van Huffel, S. (2009). Nonlinear Heart Rate Variability Analysis of Astronauts before and after Spaceflight by Means of Holter Recordings. Proc. of the 30th Annual International Gravitational Physiology meeting (ISGP). 0th Annual International Gravitational Physiology meeting (ISGP). Xi'an, China, May 2009.

Vandeput, S., Verheyden, B., Aubert, A., Van Huffel, S. (2008). Day-Night Variations in Nonlinear Heart Rate Variability Measures in a Large Healthy Population'. Proc. of the 19th BIOSIGNAL conference. 19th BIOSIGNAL conference. Brno, Czech Republic, Jun. 2008.

Taelman, J., Vandeput, S., Spaepen, A., Van Huffel, S. (2008). Influence of mental stress on heart rate and heart rate variability. Proc. of European Congress of the International Federation for Medical and Biomedical Engineering (ECIFMBE). International Federation for Medical and Biomedical Engineering (ECIFMB). Antwerp, Belgium, Nov. 2008 (pp. 1366-1369).

Laudadio, T., Luts, J., Martinez-Bisbal, M., Celda, B., Van Huffel, S. (2008). Differentiation between brain metastasis and glioblastoma using MRI and two-dimensional Turbo Spectroscopic Imaging data. Proc. of the 4th European Medical and Biomedical Engineering congress (eMBEC). 4th European Medical and Biomedical Engineering congress (eMBEC). Antwerp, Belgium, Nov. 2008 (pp. 1513-1516).

Vandeput, S., Verheyden, B., Aubert, A., Van Huffel, S. (2008). Nonlinear Heart Rate Variability in a Healthy Population: Influence of Age. Proc. of the 35th Annual Computers in Cardiology (CinC 2008). 35th Annual Computers in Cardiology (CinC 2008). Bologna, Italy, Sep. 2008 (pp. 53-56).

Croitor Sava, A., Laudadio, T., Poullet, J., Monleon, D., Martinez-Bisba, M., Celda, B., Van Huffel, S. (2008). Combining HR-MAS and In Vivo MRI and MRSI Information for Robust Brain Tumor Recognition'. Proc. of the 4th European Conference of the International Federation for Medical and Biological Engineering (ECIFMBE 2008). International Federation for Medical and Biological Engineering (ECIFMBE 2008). Antwerp, Belgium, Nov. 2008 (pp. 340-343).

Corthout, J., Van Huffel, S., Mendez, M., Bianchi, A., Penzel, T., Cerutti, S. (2008). Automatic screening of obstructive sleep apnea from the ECG based on Empirical mode decomposition and wavelet analysis. Proc. of the 30th Annual International IEEE EMBS conference (EMBS 2008). 30th Annual International IEEE EMBS conference (EMBS 2008). Vancouver, Canada, Aug. 2008 (pp. 3608-3611).

Croitor Sava, A., Laudadio, T., Poullet, J., Monleon, D., Martinez-Bisba, M., Celda, B., Van Huffel, S. (2008). Data Fusion of HR-MAS and in-vivo Information with Application in Brain Tumor Recognition. Proc. of the 6th European Symposium on Biomedical Engineering (ESMBE 2008). 6th European Symposium on Biomedical Engineering (ESMBE 2008). Chania, Greece, Jun. 2008 (pp. session S2.03).

Van Calster, B., Van Huffel, S., Timmerman, D., Kirk, E., Bourne, T., Condous, G. (2008). Towards a clinical decision support system for pregnancies of unknown location. Proc. of the 21st IEEE International Symposium on Computer-Based Medical Systems (CBMS2008). 21st IEEE International Symposium on Computer-Based Medical Systems (CBMS2008). Jyvaskyla, Finland, Jun. 2008 (pp. 581-583).

Van Calster, B., Van Belle, V., Condous, G., Bourne, T., Timmerman, D., Van Huffel, S. (2008). Multi-class AUC metrics and weighted alternatives. Proc. of the 21st International Joint Conference on Neural Networks (IJCNN2008). 21st International Joint Conference on Neural Networks (IJCNN2008). Hong Kong, China, Jun. 2008 (pp. 1391-1397).

Mijovic, B., Corthout, J., Vandeput, S., Mendez, M., Cerutti, S., Van Huffel, S. (2008). Detection of Obstructive Sleep Apnea by Empirical Mode Decomposition on Tachogram. Proc. of the European Congress of the International Federation for Medical and Biomedical Engineering (ECIFMBE). International Federation for Medical and Biomedical Engineering (ECIFMBE). Antwerp, Belgium, Nov. 2008 (pp. 247-251).

Sima, D., Rodriguez Diaz, A., Van Huffel, S. (2008). Modeling the macromolecular background in Nuclear Magnetic Resonance spectroscopic signals. Proc. of the 4th European Medical and Biomedical Engineering congress (eMBEC). 4th European Medical and Biomedical Engineering congress (eMBEC). Antwerp, Belgium, Nov. 2008 (pp. 372-376).

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2008). Survival SVM : a Practical scalable algorithm. Proc. of the 16th European Symposium on Artificial Neural Networks (ESANN 2008). 16th European Symposium on Artificial Neural Networks (ESANN 2008). Bruges, Belgium, Apr. 2008 (pp. 89-94).

Osorio Garcia, M., Sima, D., Poullet, J., van Ormondt, D., Van Huffel, S. (2008). Improvement of lineshape estimation for MRS signals. Proc. of the 2008 IEEE International workshop on Imaging, systems and techniques (IST 2008). 2008 IEEE International workshop on Imaging, systems and techniques (IST 2008). Antwerp, Belgium, Nov. 2008 (pp. 326-329).

Markovsky, I., Amann, A., Van Huffel, S. (2008). Application of filtering methods for removal of resuscitation artifacts from human ECG signals. Proc. of the 30th Annual International IEEE EMBS conference (EMBS 2008). 30th Annual International IEEE EMBS conference (EMBS 2008). Vancouver, Canada, Aug. 2008 (pp. 13-16).

Osorio Garcia, M., Sima, D., Poullet, J., van Ormondt, D., Van Huffel, S. (2008). Iterative improvement of lineshape estimation. Proc. of the 4th European Congress for Medical and Biomedical Engineering 2008 (MBEC 2008). 4th European Congress for Medical and Biomedical Engineering 2008 (MBEC 2008). Antwerp, Belgium, Nov. 2008 (pp. 138-141).

Vanderperren, K., Hunyadi, B., De Vos, M., Mennes, M., Wouters, H., Vanrumste, B., Stiers, P., Lagae, L., Van Huffel, S. (2008). Reduction of alpha distortion in event related potentials. Proc. of the 4th European Medical and Biomedical Engineering congress (eMBEC). 4th European Medical and Biomedical Engineering congress (eMBEC). Antwerp, Belgium, Nov. 2008 (pp. 1298-1301).

Van Calster, B., Timmerman, D., Testa, A., Valentin, L., Van Huffel, S. (2008). Multi-class classification of ovarian tumors. Proc. of the 16th European Symposium on Artificial Neural Networks (ESANN2008). 16th European Symposium on Artificial Neural Networks (ESANN2008). Bruges, Belgium, Apr. 2008 (pp. 65-70).

Vandeput, S., Verheyden, B., Aubert, A., Van Huffel, S. (2008). Numerical Noise Titration Analysis of Heart Rate Variability in a Healthy Population. Proc. of the European Study Group on Cardiovascular Oscillations (ESGCO). European Study Group on Cardiovascular Oscillations (ESGCO). Parma, Italy, Apr. 2008 (pp. P1B1-P1B4).

Ishteva, M., De Lathauwer, L., Absil, P., Van Huffel, S. (2008). The best rank-(R1,R2,R3) approximation of tensors by means of a geometric Newton method. Proc. of the 6th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2008). 6th International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2008). Kos, Greece, Sep. 2008 (pp. 274-277).

Stalbovskaya, V., Ifeachor, E., Van Huffel, S., Timmerman, D. (2007). Preoperative prediction of malignancy of ovarian tumours using modified sequential non-uniform procedure. IEEE Engineering in Medicine and Biology Society. Conference Proceedings: Vol. 1-16 (pp. 5403-5406) IEEE.

Vanderperren, K., Ramautar, J., Novitskiy, N., De Vos, M., Mennes, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2007). Study of ballistocardiogram artifacts in simultaneous EEG-fMRI acquisitions. International Journal of Bioelectromagnetism: Vol. 9 (3). Neuromath Workshop, Advanced Methods for the Estimation of Human Brain Activity and Connectivity (Neuromath). Rome, Italy, Dec. 2007 (pp. 121-122) International Society for Bioelectromagnetism.

Taelman, J., Van Huffel, S., Spaepen, A. (2007). Wavelet-Independent Component Analysis to remove Electrocardiography Contamination in surface Electromyography. Proc. of the 29th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (IEEE/EMBC). 29th Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (IEEE/EMBC). Lyon, France, Aug. 2007 (pp. 682-685).

De Vos, M., De Lathauwer, L., Van Huffel, S. (2007). Second order algorithm for imposing independence constraints to the CP model. Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS 08). IEEE International Symposium on Circuits and Systems (ISCAS 08). Seattle, USA, May, 2007 (pp. 1344-1347).

De Vos, M., De Lathauwer, L., Van Huffel, S. (2007). Imposing independence constraints in the CP model. Proc. of the 7th international conference on independent component analysis (ICA 07). 7th international conference on independent component analysis (ICA 07). London, England, Sep. 2007.

Poullet, J., Martinez-Bisbal, M., Valverde, D., Monleon, D., Celda, B., Arus, C., Van Huffel, S. (2007). Quantification and classification of high-resolution magic angle spinning. Proc. of the 29th Conference of IEEE Engineering in Medicine and Biology Society (EMBC 2007). 29th Conference of IEEE Engineering in Medicine and Biology Society (EMBC 2007). Lyon, France, Aug. 2007 (pp. 5407-5410).

Hallez, H., De Vos, M., Phlypo, R., Vanrumste, B., Van Hese, P., D?Asseler, Y., Van Paesschen, W., Van Huffel, S., Lemahieu, I. (2007). Can dipole modelling be improved by removing muscular and ocular artifacts from ictal scalp EEG?. Proc. of the EMBC neural engineering conference. EMBC neural engineering conference. Kohala Coast, Hawaii, May 2007 (pp. 252-255).

Vandeput, S., Naulaers, G., Daniels, H., Van Huffel, S. (2007). Heart Rate Variability during Active and Quiet Sleep in Preterm Neonates. Proc. of the IEEE EMBS Benelux Symposium. IEEE EMBS Benelux Symposium. Heeze, the Netherlands, Dec. 2007 (pp. 28-28).

Van Belle, V., Pelckmans, K., Suykens, J., Van Huffel, S. (2007). Support vector machines for survival analysis. Proc. of the Third International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2007). Third International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2007). Plymouth, England, Jul. 2007.

Dimou, I., Van Calster, B., Van Huffel, S., Timmerman, D., Zervakis, M. (2007). Comparison of imputation approaches in ovarian tumor diagnostic models based on LS-SVMs. Third international conference on computational intelligence in medicine and healthcare (CIMED 2007). Third international conference on computational intelligence in medicine and healthcare (CIMED 2007). Plymouth, England, Jul. 2007 (pp. 46-46).

Ercsey-Ravasz, M., Fransens, F., Pfeiffer, H., Monavon, G., Korosec, C., Hillger, W., Van Huffel, S., Wevers, M. (2007). Structural Health Monitoring of a helicopter tail boom using lamb waves ? Advanced data analysis of results obtained with integrated optical fibre sensing technology. Proc. of the Project Meeting on Aircraft Integrated Structural Health Assessment (AISHA). Project Meeting on Aircraft Integrated Structural Health Assessment (AISHA), http://www.ndt.net. Leuven, Belgium, Jun. 20072007 (art.nr. ID: 6963) (pp. 8).

Garcia-Gomez, J., Tortajada, S., Vicente, J., Saez, C., Castells, X., Luts, J., Julia-Sape, M., Juan-Ciscar, A., Van Huffel, S., Arus, C., Robles, M. (2007). Genomics and metabolomics research of Brain Tumours based on Machine Learning. Proc. of the 9th International Work-Conference on Artificial Neural Networks (IWANN'07). 9th International Work-Conference on Artificial Neural Networks (IWANN'07). San Sebastian, Spain, Jun. 2007 (pp. 1012-1019).

De Vos, M., De Lathauwer, L., Van Paesschen, W., Van Huffel, S. (2007). Canonical Decomposition of scalp EEG in epileptic seizure localisation. Proc. of the Asilomar conference on signals, systems and computers; invited paper (asilomar). Asilomar conference on signals, systems and computers; invited paper (asilomar). Asilomar, California, Nov. 2007 (pp. 4 pp.).

De Vos, M., De Lathauwer, L., Vanrumste, B., Deburchgraeve, W., Van Paesschen, W., Van Huffel, S. (2007). Canonical Decomposition of scalp EEG as preprocessing for source localisation. Proc. of the the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain (nfsi 07). the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain (nfsi 07). Hangzhou, China, Oct. 2007 (pp. 377-400).

Van Calster, B., Luts, J., Suykens, J., Condous, G., Bourne, T., Timmerman, D., Van Huffel, S. (2007). Comparing methods for multi-class probabilities in medical decision making using LS-SVMs and kernel logistic regression. In Marques de Sa, J. (Ed.), Alexandre, L. (Ed.), Duch, W. (Ed.), Mandic, D. (Ed.), Artificial Neural Networks (ICANN 2007), vol. 4667 Lecture Notes in Computer Science: Vol. 4669. 17th International Conference on Artificial Neural Networks. Porto, Portugal, 2007 (pp. 139-148) Springer Verlag.

Deburchgraeve, W., Cherian, P., De Vos, M., Swarte, R., Blok, J., Visser, G., Govaert, P., Van Huffel, S. (2007). Automated neonatal spike train detection as part of a neonatal seizure detection system. IEEE Proceedings 2007 Joint meeting of the 6th international symposium on noninvasive functional source imaging of the brain and heart and the international conference on functional biomedical imaging (NFSI). 2007 Joint meeting of the 6th international symposium on noninvasive functional source imaging of the brain and heart and the international conference on functional biomedical imaging (NFSI). Hangzhou, China, Oct. 2007 (pp. 237-240).

Garcia-Gomez, J., Robles, M., Van Huffel, S., Juan-Ciscar, A. (2007). Modelling of magnetic resonance spectra using mixtures of binned and truncated data. In Springer, V. (Ed.), Proc. of the 1st Iberian Conference on Pattern Recognition and Image Analysis: Vol. Part II. 1st Iberian Conference on Pattern Recognition and Image Analysis, 2007 (pp. 266-273) Springer Verlag.

Vandeput, S., Beckers, F., Verheyden, D., Aubert, A., Van Huffel, S. (2007). Application of Numerical Noise Titration during Autonomic Blockade. Proc. of the 34th Annual Computers in Cardiology (CinC2007). 34th Annual Computers in Cardiology (CinC2007). Durham, North Carolina, Oct. 2007 (pp. 525-528).

Aung, M., Lisboa, P., Etchells, T., Testa, A., Van Calster, B., Van Huffel, S., Valentin, L., Timmerman, D. (2007). Comparing analytical decision support models through Boolean rule extraction: a case study of ovarian tumour malignancy. In Liu, D. (Ed.), Fei, S. (Ed.), Hou, Z. (Ed.), Zhang, H. (Ed.), Sun, C. (Ed.), Lecture Notes in Computer Science: Vol. 4492, 2007 (pp. 1177-1186) Springer.

Heylighen, A., Michiels, S., Van Huffel, S. (2006). Towards universal university buildings. Universal Design for Buildings: Tools and Policy. POLIS. Bruges, 16 November 2006 (pp. 41-49). Brussels: Belgian Building Research Institute (BBRI).

De Vos, M., Pels, P., Laudatio, T., Van Huffel, S., Kurhanewicz, J., Nelson, S. (2006). Automation of spectroscopic scoring of prostate MRSI by a canonical analysis based classification. Proc. of the European Society of Magnetic Resonance in Medecin and Biology (ESMRMB). European Society of Magnetic Resonance in Medecin and Biology (ESMRMB). Warsaw, Poland, Sep. 2006 (pp. cdrom).

Vergult, A., De Clercq, W., Vanrumste, B., Van Huffel, S., Palmini, A., Van Paesschen, W. (2006). Enhancing the localizing value of ictal scalp EEG by applying the new BSS-CCA method to remove muscle artifacts. Proc. of the 7th European Congress on Epileptology (ECE). 7th European Congress on Epileptology (ECE). Helsinki, Finland, Jul. 2006 (pp. 10-11).

De Smet, D., Van Huffel, S., Vanderhaegen, J., Naulaers, G., Dempsey, E. (2006). Autoregulation in the brain of premature infants. Proc. of the Belgian Day on Biomedical Engineering - IEEE/EMBS Benelux Symposium. Belgian Day on Biomedical Engineering - IEEE/EMBS Benelux Symposium. Brussels, Belgium, Dec. 2006 (pp. 215-218).

De Vos, M., Laudadio, T., Simonetti, A., Heerschap, A., Van Huffel, S. (2006). Fast nosologic imaging of the brain. Proc. of the 7th International Society of Magnetic Resonance in Medicine (ISMRM ). 7th International Society of Magnetic Resonance in Medicine (ISMRM ). Seattle, US, May 2006 (pp. 1780).

De Vos, M., De Lathauwer, L., Vergult, A., De Clercq, W., Van Paesschen, W., Van Huffel, S. (2006). Jacobi iterations for spatially constrained Independent Component Analysis. Proc. of the 7th international conference on methematics in signal processing (IMA 2007). 7th international conference on methematics in signal processing (IMA 2007). Cirencester, England, Dec. 2007 (pp. 38-41).

De Vos, M., Vergult, A., De Lathauwer, L., De Clercq, W., Van Huffel, S., Dupont, P., Palmini, A., Van Paesschen, W. (2006). Canonical decomposition of ictal EEG reliably detects the seizure onset zone. Proc. of the American Epilepsy Society conference (AES). American Epilepsy Society conference (AES). San Diego, US, Dec. 2006 (pp. 1029).

Herrero, G., De Clercq, W., Anwar, H., Kara, O., Egiazarian, K., Van Huffel, S., Van Paesschen, W. (2006). Automatic Removal of Ocular Artifacts in the EEG without an EOG Reference Channel. Proc. of the 7th Nordic Signal Processing Symposium (NORSIG 2006). 7th Nordic Signal Processing Symposium (NORSIG 2006). Reykjavik, Iceland, Jun. 2006 (pp. 130-133).

Markovsky, I., Alexander, K., Van Huffel, S. (2006). On errors-in-variables estimation with unknown noise variance ratio. Proc. of the14th IFAC Symposium on System Identification (SYSID 2006). 4th IFAC Symposium on System Identification (SYSID 2006). Newcastle, Australia, Mar. 2006 (pp. 172-177).

Van Calster, B., Timmerman, D., Nabney, I., Valentin, L., Van Holsbeke, C., Van Huffel, S. (2006). Classifying ovarian tumors using Bayesian Multi-Layer Perceptrons and Automatic Relevance Determination: A multi-center study. Proc. of the 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2006). 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2006). New York City, USA, Sep. 2006 (pp. 5342-5345) IEEE.

Van Huffel, S., Laudadio, T. (2006). Magnetic Resonance Spectroscopic Imaging: a survey of quantification and classification algorithms. Proceedings of the 14th IFAC Symposium on System Identification (SYSID 2006). 14th IFAC Symposium on System Identification (SYSID 2006). Newcastle, Australia, Mar. 2006 (pp. 65-80).

Gonzalez-Velez, H., Mier, M., Arus, C., Celda, B., Van Huffel, S., Lewis, P., Peet, A., Robles, M. (2006). Agent-based distributed decision support system for brain tumour diagnosis and prognosis. Proceedings international Conference on Multidisciplinary Information Sciences and Technologies (InSciT 2006). International Conference on Multidisciplinary Information Sciences and Technologies (InSciT 2006). Merida, Spain, Oct. 2006.

Markovsky, I., Van Huffel, S. (2006). An algorithm for approximate common divisor computation. Proc. of the 17th Symposium on Mathematical Theory of Networks and Systems (MTNS'06). 17th Symposium on Mathematical Theory of Networks and Systems (MTNS'06). Kyoto, Japan, Jul. 2006 (pp. 274-279).

Hallez, H., Vergult, A., Phlypo, R., Van Hese, P., De Clercq, W., D'Asseler, Y., Van de Walle, R., Vanrumste, B., Van Paesschen, W., Van Huffel, S., Lemahieu, I. (2006). Muscle and eye movement artifact removal prior to EEG source localization. Proc. of the 28th IEEE EMBS Annual International Conference (IEEE EMBC 2006). 28th IEEE EMBS Annual International Conference (IEEE EMBC 2006). New York, USA, Sep. 2006 (pp. 1002-1005).

Poullet, J., Sima, D., Van Huffel, S. (2006). Frequency-selective quantification of short-echo time Magnetic Resonance spectra. Proc. of the IEEE 2006 International Conference of the Engineering in Medicine and Biology Society (EMBC 2006). IEEE 2006 International Conference of the Engineering in Medicine and Biology Society (EMBC 2006), Aug.-Sep. 2006 (pp. 6351-6355).

Devos, A., Bergans, N., Dresselaers, T., De Brabanter, J., Sima, D., Vanhamme, L., Vanstapel, F., Van Hecke, P., Van Huffel, S. (2006). Model order selection for quantification of a multi-exponential magnetic resonance spectrum. Proc. of the IEEE 2006 International Conference of the Engineering in Medicine and Biology Society (IEEE EMBC 2006). IEEE 2006 International Conference of the Engineering in Medicine and Biology Society (IEEE EMBC 2006), Aug.-Sep. 2006 (pp. 1299-1302).

Vergult, A., LeVan, P., Van Huffel, S., Gotman, J. (2006). Can muscle artifact removal improve seizure detection in scalp EEG?. Proc. of the American Clinical Neurophysiology Society (ACNS). American Clinical Neurophysiology Society (ACNS). Verenigde Staten, Chicago, Nov. 2006 (pp. on cdrom).

Ishteva, M., De Lathauwer, L., Van Huffel, S. (2006). Comparison of the performance of matrix and tensor based multi-channel harmonic analysis. Proc. of the 7th International Conference on Mathematics in Signal Processing. 7th International Conference on Mathematics in Signal Processing. Cirencester, UK, Dec. 2006 (pp. 77-80).

Arus, C., Celda, B., Dasmahaptra, S., Dupplaw, D., Gonzalez-Velez, H., Van Huffel, S., Lewis, P., Ariet, M., Mier, M., Peet, A., Robles, M. (2006). On the design of a web-based decision support system for brain tumour diagnosis using distributed agents. Proc. of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology. 2006 IEEE/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology. Hong-Kong, China, Dec. 2006 (pp. 208-211).

Gomez Herrero, G., Huupponen, E., Varri, A., Egiazarian, K., Vanrumste, B., Vergult, A., De Clercq, W., Van Huffel, S., Van Paesschen, W. (2005). Independent component analysis of single trial evoked brain reponses : is it reliable ?. Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). Lisbon, Portugal, Jul. 2005 (pp. 69-76).

Huupponen, E., Herrero, G., Saastamoinen, A., Egiazarian, K., Varri, A., Vanrumste, B., Vergult, A., De Clercq, W., Van Huffel, S., Van Paesschen, W., Hasan, J., Himanen, S. (2005). Dictionaries of waveforms for frequency analysis of simulated spindles. Proc. of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005). 2nd International Conference on Computational Intelligence in Medicine and Healthcare (CIMED2005). Lisbon, Portugal, Jul. 2005 (pp. 348-354).

Madu, E., Stalbovskaya, V., Hamadicharef, B., Ifeachor, E., Van Huffel, S., Timmerman, D. (2005). Preoperative ovarian cancer diagnosis using neuro-fuzzy approach. Proceedings European Conference on Emergent Aspects in Clinical Data Analysis (EACDA 2005). European Conference on Emergent Aspects in Clinical Data Analysis (EACDA 2005). Pisa, Italy, 2005 (pp. 1-8).

Huupponen, E., Herrero, G., Egiazarian, K., Saastamoinen, A., Varri, A., Vanrumste, B., Vergult, A., De Clercq, W., Van Huffel, S., Van Paesschen, W. (2005). bioprofile of sleep. Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). Lisbon, Portugal, Jul. 2005 (pp. 30-36).

Sima, D., Van Huffel, S. (2005). Using Core Formulations for Ill-posed Linear Systems. Proc. of the 76th GAMM Annual Meeting. 76th GAMM Annual Meeting. Luxembourg, Luxembourg, Mar.-Apr. 2005 (pp. 795-796).

De Clercq, W., Vergult, A., Vanrumste, B., Van Huffel, S., Kokarakis, M., Van Hees, J., Palmini, A., Van Paesschen, W. (2005). Improving the interpretation of the ictal scalp electroencephalogram: a new muscle artifact removal technique. Epilepsia: Vol. 46. 26th International Epilepsy Congress. Paris, France, Aug. 2005 (pp. 378-378) Blackwell publishing.

Vandenplas, S., Papy, J., Wevers, M., Van Huffel, S., Inaudi, D. (2005). Acoustic emission monitoring using a polarimetric single mode optical fibre sensor. In Voet, M. (Ed.), Proc. SPIE, 17th International Conference on Optical Fibre Sensors: Vol. vol. 5855, 2005 (pp. 1064-1067).

Mastronardi, N., Schuermans, M., Van Barel, M., Vandebril, R., Van Huffel, S. (2005). The Lanczos reduction to semiseparable matrices. In Borne, P. (Ed.), Proceedings of the 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulation (IMACS 2005). 17th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulation. Paris, France, July 11-15, 2005 (pp. 1-6).

Ameye, L., De Brabanter, J., Suykens, J., Cadron, I., Devlieger, R., Timmerman, D., Spitz, B., Van Huffel, S. (2005). Predictive models for long term survival after premature rupture of membranes. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Vol. 5. 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Shanghai, China, 1-4 Sept 2005 (pp. 4622-5).

Morren, G., Lemmerling, P., Daniels, H., Naulaers, G., Van Huffel, S. (2005). Sensitivity of detrended fluctuation analysis applied to heart rate variability of preterm newborns. Proceedings of Annual International Conference of The IEEE Engineering in Medicine and Biology Society. 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Shangai - China, 1-4 September 2005 (pp. 319-322).

Van Calster, B., Condous, G., Van Huffel, S., Bourne, T., Timmerman, D. (2005). Prediction of pregnancy of unknown location outcome: The difficult yet important case of ectopic pregnancy. Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). Lisbon, Portugal, Jun. 2005 (pp. 98-105).

De Clercq, W., Vergult, A., Vanrumste, B., Van Hees, J., Palmini, A., Van Paesschen, W., Van Huffel, S. (2005). A new muscle artifact removal technique to improve the interpretation of the ictal scalp electroencephalogram. Proc. of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference (IEEE-EMB). 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference (IEEE-EMB). Shanghai, China, Sep. 2005 (pp. 1136-1139).

Markovsky, I., Willems, J., Van Huffel, S., De Moor, B. (2005). Software for approximate linear system identification. Proc. of the Conference on Decision and Control 2005 (CDC-ECC'05). Conference on Decision and Control 2005 (CDC-ECC'05). Seville, Spain, Dec. 2005 (pp. 1559-1564).

Vergult, A., De Clercq, W., Vanrumste, B., Van Paesschen, W., Van Huffel, S. (2005). A blind source separation technique to remove muscle artifacts in the electroencephalogram without affecting beta activity. Proceedings of the3rd European Medical & Biological Engineering Conference. European Medical & Biological Engineering Conference. Prague, Nov. 2005 (pp. 1550-1555).

Laudadio, T., Pels, P., De Lathauwer, L., Van Hecke, P., Van Huffel, S. (2005). Unsupervised tissue segmentation of MRSI data using Canonical Correlation Analysis. Proc. of the 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). 2nd International Conference on Computational Intelligence in Medical and Healthcare (CIMED2005). Lisbon, Portugal, Jul. 2005 (pp. 77-83).

De Clercq, W., Vanrumste, B., Papy, J., Vergult, A., Van Paesschen, W., Van Huffel, S. (2005). Removing artifacts and background Activity in multichannel electroencephalograms by enhancing common activity. Proc. of the 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference (IEEE-EMB). 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference (IEEE-EMB). Shanghai, China, Sep. 2005 (pp. 1143-1146).

Wevers, M., Rippert, L., Papy, J., Van Huffel, S. (2004). Damage in CFRP composite materials monitored with intensity modulated fiber optic sensors. In Van Hemelrijck, D. (Ed.), Anastasopoulos, A. (Ed.), Melanitis, N. (Ed.), Proc. 3rd International Conference on Emerging Technologies in Non Destructive Testing and Technology (26-28 May 2003). Thessaloniki, Greece, 2004 (pp. 67-72) 2004 Swets & Zeitlinger, Lisse.

Devos, A., Lukas, L., Simonetti, A., van der Graaf, M., Buydens, L., Heerschap, A., Van Huffel, S. (2004). Does the combination of Magnetic Resonance Imaging and Spectroscopic Imaging improve the classification of brain tumours ?. Proc. of the 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS). 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS). San Francisco, California, Sep. 2004.

Vandenplas, S., Papy, J., Wevers, M., Van Huffel, S. (2004). Acoustic emission monitoring using a multimode optical fiber sensor. Proc. of the SPIE Smart Structures/NDE Joint Conferences (SPIE SS/NDE 2004). SPIE Smart Structures/NDE Joint Conferences (SPIE SS/NDE 2004). San Diego, CA, Mar. 2004.

Markovsky, I., Willems, J., Van Huffel, S., De Moor, B., Pintelon, R. (2004). Application of structured total least squares for system identification. Proc. of the 43rd IEEE Conference on Decision and Control (CDC). 43rd IEEE Conference on Decision and Control (CDC). Atlantis, Bahamas, Dec. 2004 (pp. 3382-3387).

Lu, C., Van Gestel, T., Suykens, J., Van Huffel, S., Vergote, I., Timmerman, D. (2004). Bayesian Least Squares Support Vector Machines for Classification of Ovarian Tumors. Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). Leuven, Belgium, Jul. 2004.

De Clercq, W., Lemmerling, P., Vanrumste, B., Van Paesschen, W., Van Huffel, S. (2004). Analyzing multichannel scalp electroencephalograms of patients with epilepsy using exponential data modelling. Proc. of the 2nd International Conference on Advances in Medical Signal and Information Processing (MEDSIP2004). 2nd International Conference on Advances in Medical Signal and Information Processing (MEDSIP2004). Sliema, Malta, Sep. 2004 (pp. 104-109).

Sima, D., Van Huffel, S. (2004). Minor component analysis by incremental inverse iteration. Proc. of the Sixteenth International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). Sixteenth International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). Leuven, Belgium, Jul. 2004.

Kukush, A., Markovsky, I., Van Huffel, S. (2004). Consistent estimation of an ellipsoid with known center. In Antoch, J. (Ed.), COMPSTAT Proceedings in Computational Statistics. 16th Symposium COMPSTAT. Prague, Czech Republic, 2004 (pp. 1369-1376).

Markovsky, I., Van Huffel, S., De Moor, B. (2004). $H_2$-Optimal linear parametric design. Proc. of the 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). 16th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2004). Leuven, Belgium, Jul. 2004 (pp. CD-ROM).

Sima, D., Van Huffel, S. (2004). Appropriate cross-validation for regularized errors-in-variables linear models. In Antoch, J. (Ed.), COMPSTAT Proceedings in Computational Statistics, 16th Symposium. 16th COMPSTAT. Prague, Czech Republic, 2004 (pp. 1815-1822).

Van Huffel, S. (2004). Total Least Squares and Errors-in-Variables modeling : bridging the gap between statistics, computational mathematics and engineering. In Antoch, J. (Ed.), COMPSTAT Proceedings in Computational Statistics, 16th Symposium. 16th COMPSTAT. Prague, Czech Republic, 2004 (pp. 539-555).

Devos, A., Lukas, L., Suykens, J., Vanhamme, L., Howe, F., Majos, C., Moreno-Torres, A., van der Graaf, M., Tate, A., Arus, C., Van Huffel, S. (2004). Brain tumour classification using short echo time 1H MRS. Objective comparison of classification techniques (LDA, LS-SVM). Proc. of the 12th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM04). 12th Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM04). Kyoto, Japan, May 2004 (pp. 384).

Vandenplas, S., Papy, J., Wevers, M., Van Huffel, S. (2003). Acoustic emission monitoring using a multimode optical fibre sensor. Acoustic emission monitoring using a multimode optical fibre sensor. SPIE Symposium on Smart Structures & Materials/ NDE 2003. San Diego, California, USA, 14-18 March 2003.

Cirrincione, G., Cirrincione, M., Lu, C., Van Huffel, S. (2003). A novel neural approach to inverse problems with discontinuities (the GMR neural network). 2003 International Joint conference on neural networks (IJCNN'03). 2003 International Joint conference on neural networks (IJCNN'03). Portland, USA, Jul. 2003 (pp. 3106-3111).

Papy, J., Van Huffel, S., Rippert, L., Wevers, M. (2003). On-line detection method for transient waves applied to continuous health monitoring of carbon fiber reinforced polymer composites with embedded optical fibers. Proc. of the SPIE's 10th Annual International Symposium on Smart Structures and Materials : Modeling, signal processing and control (SSM2003): Vol. 5049 (ed. Ralph C. Smith, SPIE, Bellingham, WA) San Diego. SPIE's 10th Annual International Symposium on Smart Structures and Materials : Modeling, signal processing and control (SSM2003). USA, 2-6 March, 2003 (pp. 718-731).

Lu, C., Van Gestel, T., Suykens, J., Van Huffel, S., Vergote, I., Timmerman, D. (2003). Classification of ovarian tumor using Bayesian least squares support vector machines. In Dojat, M. (Ed.), Keravnou, E. (Ed.), Barahona, P. (Ed.), Lecture Notes in Artificial Intelligence. Conference on Artificial Intelligence in Medicine in Europe (AIME 2003). Protaras, Cyprus, 2003 (pp. 219-228). Berlin Heidelberg: Springer Verlag.

Timmerman, D., De Smet, F., De Brabanter, J., Moerman, P., De Moor, B., Moreau, Y., Van Huffel, S., Vergote, I. (2003). News on ultrasonographic techniques for pelvic malignancies. Int. J. Gynecol. Cancer, 2003, MEO4 13th International meeting of the ESGO. 13th International meeting of the ESGO. Brussels, Belgium, Apr. 2003 (pp. 120-121).

De Clercq, W., Lemmerling, P., Van Paesschen, W., Van Huffel, S. (2003). Characterization of interictal and ictal scalp EEG signals with the Hilbert transform. Proc. of the 25th annual international conference of the IEEE Engineering in Medicine and Biology Society (IEEE-EMBS). 25th annual international conference of the IEEE Engineering in Medicine and Biology Society (IEEE-EMBS). Cancun, Mexico, Sep. 2003 (pp. 2459-2462).

Rippert, L., Wevers, M., Papy, J., Van Huffel, S. (2002). Optical fibre sensor for damage monitoring in CFRP composite materials. Proc. ECCM-10, 10th European Conference on Composite Materials. Brugge, Belgium, 3-7 June 2002.

Devos, A., Bergans, N., De Brabanter, J., Vanhamme, L., Vanstapel, F., Van Hecke, P., Van Huffel, S. (2002). Model selection for quantification of a multi-exponential MRS signal. Proc. of the 2nd European Medical and Biological Engineering Conference (EMBEC'02). 2nd European Medical and Biological Engineering Conference (EMBEC'02). Vienna, Austria, Dec. 2002 (pp. 1066-1067).

Ameye, L., Van Huffel, S., De Brabanter, J., Suykens, J., Spitz, B., Cadron, I., Devlieger, R., Timmerman, D. (2002). Study of rupture of membranes before 26 weeks of gestation. Proc. of the 2nd European Medical and Biological Engineering Conference (EMBEC'02). 2nd European Medical and Biological Engineering Conference (EMBEC'02). Vienna, Austria, Dec. 2002 (pp. 760-761).

Lukas, L., Devos, A., Suykens, J., Vanhamme, L., Van Huffel, S., Tate, A., Majos, C., Arus, C. (2002). The use of LS-SVM in the classification of brain tumors base on 1H-MR spectroscopy signals. Proc. of IEE Workshop Medical Applications of Signal Processing. IEE Workshop Medical Applications of Signal Processing. London, UK, 2002 (pp. 15/1-15/5).

Ameye, L., Lu, C., Lukas, L., De Brabanter, J., Suykens, J., Van Huffel, S., Daniels, H., Naulaers, G., Devlieger, H. (2002). Prediction of mental development of preterm newborns at birth time using LS-SVM. Proc. of the European Symposium on Artificial Neural Networks (ESANN'2002). European Symposium on Artificial Neural Networks (ESANN'2002). Bruges, Belgium, Apr. 2002 (pp. 167-172).

Lukas, L., Devos, A., Suykens, J., Vanhamme, L., Van Huffel, S., Tate, A., Majos, C., Arus, C. (2002). The use of LS-SVM in the classification of brain tumors based on magnetic resonance spectroscopy signals. Proc. of the European Symposium Artificial Neural Networks (ESANN'2002). European Symposium Artificial Neural Networks (ESANN'2002). Bruges, Belgium, Apr. 2002 (pp. 131-136).

De Clercq, W., Lemmerling, P., Van Huffel, S., Van Paesschen, W. (2002). Evaluation of methods for determining a pre-ictal state in scalp-EEG measurements. Conference Proceedings of 2nd European Medical and Biological Engineering Conference EMBEC'02. 2nd European Medical and Biological Engineering Conference EMBEC'02. Vienna, Austria, December 2002 (pp. 446-447).

Van Huffel, S., Sima, V. (2002). SLICOT and control systems numerical software packages. Proc. of the 2002 IEEE Conference on Control Applications and International Symposium on Computer Aided Control Systems Design (IEEE CCA/CACSD). 2002 IEEE Conference on Control Applications and International Symposium on Computer Aided Control Systems Design (IEEE CCA/CACSD). Glasgow, U.K., Sep. 2002 (pp. 39-44).

De Neuter, B., Pels, P., Vanhamme, L., Van Huffel, S., Van Hecke, P. (2002). A JAVA-based graphical user interface for the displaying and processing of MRSI data of the prostate. Conference Proceedings of 2nd European Medical and Biological Engineering Conference EMBEC'02. 2nd European Medical and Biological Engineering Conference EMBEC'02. Vienna, Austria, December 2002 (pp. 384-385).

Sima, V., Sima, D., Van Huffel, S. (2002). SLICOT system identification software and applications. Proc. of the 2002 Conference on Control Applications and International Symposium on Computer Aided Control Systems Design. 2002 Conference on Control Applications and International Symposium on Computer Aided Control Systems Design. Glasgow, U.K., Sep. 2002 (pp. 45-50).

Morren, G., Wolf, M., Lemmerling, P., Wolf, U., Choi, J., Gratton, E., De Lathauwer, L., Van Huffel, S. (2002). Extraction of fast neuronal changes from multichannel, functional near infrared spectroscopy signals using independent component analysis. Proceedings of SPIE. Progress in biomedical optics and imaging, vol. 3, no. 15 (SPIE-BiOS2002): Vol. 4623. SPIE-BiOS2002. San Jose, California, Jan. 2002 (pp. 68-76).

Van Huffel, S. (2002). Computational Biosignal Processing : A Case Study Approach. Proceedings of the IEE Workshop "Medical Applications of Signal Processing". IEE Workshop "Medical Applications of Signal Processing". London, UK, Oct., 2002 (pp. 13.1-13.6).

Rippert, L., Papy, J., Wevers, M., Van Huffel, S. (2002). Fibre optic sensor for continuous health monitoring in CFRP composite materials. Proc. of the SPIE International Symposium on Smart Structures and Materials 2002 : Modeling, Signal Processing and Control (SPIE SSM2002). SPIE International Symposium on Smart Structures and Materials 2002 : Modeling, Signal Processing and Control (SPIE SSM2002). San Diego, California, Mar. 2002 (pp. 312-323).

Markovsky, I., Van Huffel, S., De Moor, B. (2002). Multi-Model System Parameter Estimation. Proc. of the IEEE International Conference on Systems, Man, and Cybernetics (SMC02). IEEE International Conference on Systems, Man, and Cybernetics (SMC02). Hammamet, Tunisia, Oct. 2002 (pp. CD-ROM).

Papy, J., Van Huffel, S., Rippert, L., Wevers, M. (2001). Spectral subtraction method applied to damage detection in composite materials with embedded optical fibers. Proc. of the ProRISC Benelux Workshop on Circuits, Systems and Signal Processing (ProRISC2001). Veldhoven, The Netherlands, 29-30 November 2001 (pp. 542-549).

Morren, G., Lemmerling, P., Van Huffel, S. (2001). Decimative subspace-based parameter estimation techniques applied to magnetic resonance spectroscopy signals. Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). Istanbull, Turkey, Oct. 2001 (pp. CD-ROM, paper no. 850).

Laudadio, T., Mastronardi, N., Vanhamme, L., Van Huffel, S. (2001). Fast and stable algorithms for blackbox MRS data quantitation. Proceedings of ProRISC 2001. 12th ProRISC Workshop on Circuits, Systems and Signal Processing. Veldhoven, The Netherlands, November 29-30, 2001 (pp. 480-488).

Cirrincione, G., Van Huffel, S., Premoli, A., Rastello, M. (2001). Iteratively reweighted total least squares algorithms for different variances in observations and data. In Ciarlini, P. (Ed.), Cox, M. (Ed.), Filipe, E. (Ed.), Pavese, F. (Ed.), Richter, D. (Ed.), Advanced Mathematical & Computational Tools in Metrology V: Vol. 57. Euroconference AMCTM 2000. Lisbon, Portugal, 2001 (pp. 77-84) World Scientific.

Van Huffel, S. (2001). Mathematics in biomedical signal processing. In McWhirter, V. (Ed.), Proudler, I. (Ed.), Mathematics in Signal Processing, IMA Conference Proceedings. IMA Conference, 2001 (pp. 217-228).

Wang, Y., Van Huffel, S., Heyvaert, E., Vanhamme, L., Van Hecke, P. (2001). Automatic frequency correction for quantitation of magnetic resonance spectroscopic images. In McWhirter, V. (Ed.), Proudler, I. (Ed.), Mathematics in Signal Processing V, IMA Conference Proceedings of Oxford University Press. IMA Conference, 2001 (pp. 229-239).

Morren, G., Lemmerling, P., Van Huffel, S., Naulaers, G., Devlieger, H., Casaer, P. (2001). Detection of autoregulation in the brain of premature infants using a novel subspace-based technique. Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). Istanbull, Turkey, Oct. 2001 (pp. CD-ROM, paper no. 1014).

Vanhamme, L., in't Zandt, H., Van Huffel, S., Van Hecke, P. (2001). Biomedical Magnetic Resonance Spectroscopic Quantitation : a Review of Modern time-domain Analysis Methods. Proc. of the 12th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC). 12th ProRISC workshop on Circuits, Systems and Signal Processing (ProRISC). Veldhoven, The Netherlands, Nov. 2001 (pp. 1-8).

Lu, C., De Brabanter, J., Van Huffel, S., Vergote, I., Timmerman, D. (2001). Using Artificial Neural Networks to Predict Malignancy of Ovarian Cancers. Proc. of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001). Istanbull, Turkey, Oct. 2001 (pp. CD-ROM).

Mastronardi, N., Van Dooren, P., Van Huffel, S. (2001). On the stability of the generalized Schur algorithm. In Vulkov, L. (Ed.), Wasniewski, J. (Ed.), Yalamov, P. (Ed.), Lecture Notes in Computer Science: Vol. 1988. Second International Conference on Numerical Analysis and Its Applications. Rousse, Bulgaria, June 11-15, 2000 (pp. 560-567).

Sima, V., Van Huffel, S. (2001). Performance investigation of SLICOT system identification toolbox. Proc. of the European Control Conference (ECC 2001). European Control Conference (ECC 2001). Porto, Portugal, Sep. 2001 (pp. 3586-3591).

Wevers, M., Rippert, L., Van Huffel, S. (2000). Optical fibres for in situ monitoring the damage development in composites. Proceedings 15th World conference on non-destructive testing. Rome, Italy, 15-21 October 2000 (pp. CD-ROM-573).

Rippert, L., Wevers, M., Van Huffel, S. (2000). Optical Fibres for in situ monitoring the damage development in composites and the relation with acoustic emission measurements. Proc. EWGAE 2000, 24th European Conference on Acoustic Emission Testing. Senlis, France, 24-26 May 2000 (pp. 69-76).

Wang, Y., Van Huffel, S., Heyvaert, E., Vanhamme, L., Mastronardi, N., Van Hecke, P. (2000). Magnetic Resonance Spectroscopic Qunatitation via Complex Principal Component Analysis. Proc. of the 5th International Conference on Signal Processing (ICSP) of 16th IFIP World Computer Congress (WCC-ICSP2000). 5th International Conference on Signal Processing (ICSP) of 16th IFIP World Computer Congress (WCC-ICSP2000). Beijing, P.R. China, Aug. 2000 (pp. 2074-2077).

Rippert, L., Wevers, M., Van Huffel, S. (2000). Optical sensor for continuous damage monitoring in composite materials. Proc. of the 4th International Conference and Exhibition on Optoelectronics, Optical sensors \& Measurement Techniques (OPTO 2000). 4th International Conference and Exhibition on Optoelectronics, Optical sensors \& Measurement Techniques (OPTO 2000). Erfurt Fair, Germany, May 2000 (pp. 107-112).

Swinnen, A., Van Huffel, S., Van Loven, K., Jacobs, R. (2000). Advanced signal processing techniques for trigeminal somatosensory evoked potentials. Proc. of the Advances in Medical Signal and Information Processing. Advances in Medical Signal and Information Processing. Bristol, UK, Sep. 2000 (pp. 142-149).

Sima, V., Petkov, P., Van Huffel, S. (2000). Efficient and reliable algorithms for condition estimation of Lyapunov and Ricatti equations. Proceedings of Mathematical Theory of Network and Systems (MTNS 2000). Mathematical Theory of Network and Systems (MTNS 2000). Perpignan, France, Jun. 2000 (pp. 10).

Sima, V., Van Huffel, S. (2000). SLICOT subspace identification toolbox. Proc. of the UKACC International Conference on Control 2000 (Control 2000). UKACC International Conference on Control 2000 (Control 2000). Cambridge, UK, Sep. 2000 (pp. 106).

Cirrincione, G., Cirrincione, M., Van Huffel, S. (2000). The GeTLS EXIN neuron for linear regression. Proc. of the IEEE International Joint Conference on Neural Networks (IJCNN 2000): Vol. 6. IEEE International Joint Conference on Neural Networks (IJCNN 2000), Jul. 2000 (pp. 285-289).

Cirrincione, G., Ganesan, G., Hari, K., Van Huffel, S. (2000). Direct and neural techniques for the data least squares problem. Proc. of the 14th International Symposium on Mathematical Theory of networks and Systems (MTNS 2000), Perpignan, France. 14th International Symposium on Mathematical Theory of networks and Systems (MTNS 2000), Perpignan, France. Perpignan, France, 2000 (pp. 10).

Sima, V., Van Huffel, S. (2000). Efficient numerical algorithms and software for subspace-based system identification. Proc. of the International Conference on control applications & IEEE international symposium on computer-aided control system design (CCA/CACSD). International Conference on control applications & IEEE international symposium on computer-aided control system design (CCA/CACSD). Anchorage, Alaska, Sep. 2000 (pp. CD-ROM).

Antal, P., Verrelst, H., Timmerman, D., Moreau, Y., Van Huffel, S., De Moor, B., Vergote, I. (2000). Bayesian Networks in Ovarian Cancer Diagnosis : Potentials and Limitations. Proc. of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000). 13th IEEE Symposium on Computer-Based Medical Systems (CBMS 2000). Houston, US, Jun. 2000 (pp. 103-108).

Antal, P., Verrelst, H., Van Huffel, S., De Moor, B., Timmerman, D., Vergote, I. (2000). How might we combine the information we know about a mass better ? The use of mathematical models to handle medical data. Proc. of the 1st Montecarlo Conference on updates in Gynaecology (MCG). 1st Montecarlo Conference on updates in Gynaecology (MCG). Monaco, Mar. 2000 (pp. 1-3).

Wang, Y., Van Huffel, S., Vanhamme, L., Mastronardi, N., Van Hecke, P. (2000). Advanced Signal Processing Methods for Quantitation of Resonances in Magnetic Resonance Spectra. Proc. of the Thirteenth IEEE Symposium on Computer-Based Medical Systems (CBMS2000). Thirteenth IEEE Symposium on Computer-Based Medical Systems (CBMS2000). Houston, USA, Jun. 2000 (pp. 63-68).

Mastronardi, N., Van Dooren, P., Van Huffel, S. (2000). Fast implementation of the QR factorization in subspace identification. Proc. of the UKACC International Conference Control 2000 (UKACC). UKACC International Conference Control 2000 (UKACC). United Kingdom, Sep. 4-7, 2000 (pp. 6).

Cirrincione, G., Cirrincione, M., Van Huffel, S. (2000). Mapping Approximation by the GMR Neural Network. Proc. of the 4th Wolrd Multiconference CSCC 2000. 4th Wolrd Multiconference CSCC 2000. Athens, Greece, Jul. 2000 (pp. CD-ROM).

Cirrincione, G., Cirrincione, M., Van Huffel, S. (2000). The essential/fundamental matrix estimation as a constrained total least squares problem : Theory. Proc. of the International conference on Computer vision, pattern recognition and image processing (CVPRIP 2000). International conference on Computer vision, pattern recognition and image processing (CVPRIP 2000). Atlantic City, USA, Feb. 2000.

Sima, V., Van Huffel, S. (1999). High-performance algorithms and software for systems and control computations. Proc. of the IEEE International Symposium on Computer Aided Control System Design. IEEE International Symposium on Computer Aided Control System Design. Kohala, Hawaii, Aug. 1999 (pp. 85-90).

Sima, V., Benner, P., Van Huffel, S., Varga, A. (1999). Improving the efficiency and accuracy of the MATLAB Control Toolbox using SLICOT-based gateways. In Beghi, A. (Ed.), Finesso, L. (Ed.), Picci, G. (Ed.), Mathematical Theory of Networks and Systems, Proceedings of MTNS-98 Symposium. Mathematical Theory of Networks and Systems, MTNS-98 Symposium. Padova, Italy, 1999 (pp. 673-676).

Cirrincione, G., Cirrincione, M., Van Huffel, S. (1999). Neural Geometry for Constrained Optimization. Proc. of the Program for Research on Integrated Systems and Circuits (ProRISC99). Program for Research on Integrated Systems and Circuits (ProRISC99). Mierlo, The Netherlands, Nov. 1999 (pp. 87-96).

Wang, Y., Van Huffel, S., Mastronardi, N. (1999). Quantification of Resonances in Magnetic Resonance Spectra via Principal Component Analysis and Hankel Total Least Squares. Proc. of the Program for Research on Integrated Systems and Circuits (ProRISC99). Program for Research on Integrated Systems and Circuits (ProRISC99). Mierlo, The Netherlands, Nov. 1999 (pp. 585-591).

Favoreel, W., Van Huffel, S., De Moor, B., Sima, V., Verhaegen, M. (1999). Comparative study between three subspace identification algorithms. Proc. of the European Control Conference (ECC'99). European Control Conference (ECC'99), Aug.-Sept. 1999 (pp. F298).

Rippert, L., Wevers, M., Van Huffel, S. (1999). Optical sensor for damage monitoring in composite materials. Proc. of the Photomec'99 - ETE'99. Photomec'99 - ETE'99, Nov. 1999 (pp. 27-38).

Favoreel, W., Van Huffel, S., De Moor, B., Vasile, S., Verhaegen, M. (1999). Comparative study between three different subspace identification algorithms. Proc. of the European Control Conference 1999 (ECC-99). European Control Conference 1999 (ECC-99). Karlsruhe, Germany, Aug. 1999.

Swinnen, A., Van Huffel, S., Van Loven, K., Jacobs, R. (1999). Detection, multichannel SVD based filtering and characterization of trigeminal somatosensory evoked potentials. Proc. of the Program for Research on Integrated Systems and Circuits (ProRISC99). Program for Research on Integrated Systems and Circuits (ProRISC99). Mierlo, The Netherlands, Nov. 1999 (pp. 481-488).

Van Huffel, S., Craemers, J., Lenaerts, B., Daniels, H., Naulaers, G., Casaer, P. (1998). Episodes of apnea and bradycardia in the preterm newborn : impact on cerebral oxygenation measured by near infrared spectrophotometry. In Benaron, D. (Ed.), Chance, B. (Ed.), Ferrari, M. (Ed.), Kohl, M. (Ed.), In Photon Propagation in Tissues IV. Proc SPIE, Europto series 3566. SPIE. Stockholm-Sweden, 9 September 1998 (pp. 112-123).

Lemmerling, P., Dologlou, I., Van Huffel, S. (1998). Speech compression based on exact modeling and structured total least norm optimization. Proc. of the International Conference on Acoustics, Speech and Signal Processing (ICASSP98): Vol. I. 1998 IEEE international conference on acoustics, speech, and signal processing, ICASSP’98. Seattle, Washington, USA, May 12-15 (pp. 353-356).

Lemmerling, P., Dologlou, I., Van Huffel, S. (1998). Variable rate speech compression based on exact modeling and waveform vector quantization. Proc. of the IEEE Benelux Signal Processing Symposium (IEEE BSPS). IEEE Benelux Signal Processing Symposium - SPS 98. Leuven, Belgium, March 26-27 (pp. 127-130).

Vanhamme, L., Van Huffel, S., van den Boogaart, A. (1997). Improved Fitting Method for Parameter Estimation of MRS Signals with Prior Knowledge. Proc. of the International Society for Magnetic Resonance in Medicine. International Society for Magnetic Resonance in Medicine. Vancouver, Canada, Apr. 1997 (pp. 1414).

Van Huffel, S. (1997). Improved quantification of chromophore concentrations in near infrared spectroscopy using prior knowledge. Proc. of Photon Propagation in Tissues III. Photon Propagation in Tissues III. Santorini, Greece, Sep. 1997 (pp. 485-494).

Van Huffel, S., Kessler, M., Krug, A. (1997). Model validation and improved determination of chromophore concentrations in quantitative tissue spectrophotometry. Proc. of the Optical tomography and Spectroscopy of Tissue : Theory, Instrumentation, Model and Human Studies II. Optical tomography and Spectroscopy of Tissue : Theory, Instrumentation, Model and Human Studies II. San Jose, California, Feb. 1997 (pp. 589-598).

Chen, H., Van Huffel, S., Van den Boom, A., Van den Bosch, P. (1997). Extended HTLS methods for parameter estimation of multiple data sets modeled as sums of exponentials. Proc. of the 13th International Conference on Digital Signal Processing (DSP'97). 13th International Conference on Digital Signal Processing (DSP'97). Greece, July, 1997 (pp. 1035-1038).

Chen, H., Van Huffel, S., Van Ormondt, D. (1996). Application of the Structured Total Least Norm technique in spectral estimation. Proc. of the 8th European Signal Processing Conference (EUSIPCO'96). 8th European Signal Processing Conference (EUSIPCO'96). Trieste, Italy, Sep. 1996 (pp. 706-709).

Dologlou, I., Van Huffel, S. (1996). Improved exponential data modeling with frequency prior-knowledge. . International Conference on Mathematics in Signal Processing. Warwick, December.

Van den Boom, A., Van Huffel, S. (1996). Developments around the freeware standard control library SLICOT. Proc. of the IEEE International Symposium on Computer-Aided Control System Design. IEEE International Symposium on Computer-Aided Control System Design. Dearborn, Michigan, Sep. 1996 (pp. 473-476).

Chen, H., Van Huffel, S., Vandewalle, J. (1996). State-space based approximation methods for the harmonic retrieval problem in the presence of known signal poles. Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'96). IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'96). Atlanta, Georgia, May 1996 (pp. 7).

Lemmerling, P., Van Huffel, S., De Moor, B. (1996). Structured total least squares methods in signal processing. Proc. of the 8th European Signal Processing Conference (EUSIPCO'96). 8th European Signal Processing Conference (EUSIPCO'96). Trieste, Italy, Sep. 1996 (pp. 819-822).

Van Huffel, S., De Beer, R., Van Ormondt, D. (1996). Advanced time-domain quantitation methods for MR spectroscopy and metabolite imaging. Invited paper for the minisymposium "Advanced signal processing for medical MR imaging and spectroscopy" of the 18th annual International Conference IEEE Engineering in Medicine and Biology Society. minisymposium "Advanced signal processing for medical MR imaging and spectroscopy" of the 18th annual International Conference IEEE Engineering in Medicine and Biology Society. Amsterdam, Nederland, Oct.-Nov. 1996 (pp. 3).

Vanhamme, L., Van den Boogaart, A., Van Huffel, S. (1996). Fast and accurate parameter estimation of noisy complex exponentials with use of prior knowledge. Proc. of the 8th European Signal Processing Conference (EUSIPCO'96). 8th European Signal Processing Conference (EUSIPCO'96). Trieste, Italy, Sep. 1996 (pp. 407-410).

Van Huffel, S., Casaer, P., Van Mele, P., Willems, G. (1995). TLS regression, wavelength and chromophore selection analysis in NIRS data quantification. Proc. SPIE Biomedical Optics conference on Optical Tomography, photon migration, and spectroscopy of tissue and model media : theory, human studies and instrumentation. SPIE Biomedical Optics conference on Optical Tomography, photon migration, and spectroscopy of tissue and model media : theory, human studies and instrumentation. San Jose, California, Feb. 1995 (pp. 743-754).

Liang, J., Van Huffel, S., Casaer, P. (1995). Principal component and canonical correlation analysis of near infrared spectra. Proc. of the SPIE Biomedical Optics conference on Optical Tomography, Photon Migration, and Spectroscopy of Tissue and Model Media: Theory, Human Studies and Instrumentation: Vol. 2389. SPIE Biomedical Optics conference on Optical Tomography, Photon Migration, and Spectroscopy of Tissue and Model Media: Theory, Human Studies and Instrumentation. San Jose, California, Feb. 1995 (pp. 660-668).

Chen, H., Van Huffel, S., Vandewalle, J. (1994). Frequency-selective techniques based on SVD, TLS and bandpass filtering. Proc. of SPIE conference on Advanced Signal Processing : Algorithms, Architectures and Implementations V. SPIE conference on Advanced Signal Processing : Algorithms, Architectures and Implementations V. San Diego, California, Jul. 1994 (pp. 601-611).

Overloop, K., Van Hecke, P., Chen, H., Van Huffel, S., Knijn, A., Van Ormondt, D. (1994). Evaluation of time- and frequency domain methods for the quantification of a multi-component line. Proc. of the 2nd meeting of the Society of Magnetic Resonance. 2nd meeting of the Society of Magnetic Resonance. San Francisco, California, Aug. 1994 (pp. 1183).

Cavassila, S., Briguet, A., Graveron-Demilly, D., Decanniere, C., Van Hecke, P., Van Huffel, S., Van Ormondt, D. (1994). Quantification of nondescript peaks with SVD-based methods and estimation of errors. Proc. of the 2nd Meeting of the Society of Magnetic Resonance. 2nd Meeting of the Society of Magnetic Resonance. San Francisco, California, Aug. 1994 (pp. 1187).

Park, H., Van Huffel, S., Eldén, L. (1994). Fast algorithms for exponential data modeling. Proc. of the IEEE International Conference on Acoustics,Speech, and Signal Processing (ICASSP'94). IEEE International Conference on Acoustics,Speech, and Signal Processing (ICASSP'94). Adela\"{\i}de, Australia, Apr. 1994 (pp. 25-28).

Decanniere, C., Van Hecke, P., Chen, H., Van Huffel, S., Van der Voort, C., Van Ormondt, D. (1993). Comparison of model function fitting algorithms for the quantification of strongly overlapping peaks in 31P NMR spectra. Proc. of the Society of Magnetic Resonance in Medicine, Twelfth Annual Scientific Meeting. Society of Magnetic Resonance in Medicine, Twelfth Annual Scientific Meeting, Aug. 1993 (pp. 972).

Van Huffel, S., Chen, H., Decanniere, C., Van Hecke, P. (1992). Improved spectral resolution of NMR data by minimum variance signal enhancement. Works in Progress 11th Annual Scientific Meeting of the Society of Magnetic Resonance in Medicine. 11th Annual Scientific Meeting of the Society of Magnetic Resonance in Medicine. Berlin, Germany, Aug. 1992 (pp. 4272).

Van Den Boom, A., Brown, A., Dumortier, F., Geurts, A., Hammarling, S., Kool, R., Vanbegin, M., Van Dooren, P., Van Huffel, S. (1991). SLICOT, a subroutine library in control and systems theory. Proc. of the 5th IFAC Symposium on Computer Aided Design in Control Systems. 5th IFAC Symposium on Computer Aided Design in Control Systems. Swansea, UK, Jul. 1991 (pp. 89-94).

Van Huffel, S., Aerts, L., Bervoets, J., Decanniere, C., Van Hecke, P. (1991). Improved quantitative time-domain analysis of NMR data by total least squares. Works in Progress 10th Scientific Meeting of the Society of Magnetic Resonance in Medicine. 10th Scientific Meeting of the Society of Magnetic Resonance in Medicine. San Francisco, USA, Aug. 1991 (pp. 1224).

Van Huffel, S., Vandewalle, J. (1990). Reliable and efficient techniques based on total least squares for computing consistent estimators in models with errors in the variables. In McWhirter, J. (Ed.), Mathematics in signal processing, 1990 (pp. 593-603) Clarendon Press-Oxford.

Van Huffel, S. (1990). The generalized total least squares problem: formulation, algorithm and properties. In Golub, G. (Ed.), Van Dooren, P. (Ed.), Numerical Linear Algebra, Digital Signal Processing and Parallel Algorithms, NATO ASI series: Vol. F70, 1990 (pp. 651-660). Berlin, Germany: Springer Verlag.

Van Huffel, S. (1990). Solution and properties of the restricted total least squares problem. Proc. of the International Mathematical Theory of Networks and Systems Symposium (MTNS'89). International Mathematical Theory of Networks and Systems Symposium (MTNS'89), 1990 (pp. 521-528).

Van Huffel, S. (1990). The restricted total least squares problem and its use in system identification. Proc. of the 11th world congress of the International Federation of Automatic Control (IFAC): Vol. 1. 11th world congress of the International Federation of Automatic Control (IFAC). Estonia, USSR, Aug. 1990 (pp. 299-303).

Van Huffel, S., Vandewalle, J. (1988). The total least squares technique: computation, properties and applications. In Deprettere, E. (Ed.), SVD and signal processing : Algorithms, applications and architectures, 1988 (pp. 189-207) Elsevier Publishers.

Van Huffel, S., Vandewalle, J. (1985). The use of total linear least squares techniques for identification and parameter estimation. Proc. of the 7th IFAC-IFORS Symposium on Identification and System Parameter Estimation. 7th IFAC-IFORS Symposium on Identification and System Parameter Estimation. York, UK, Jul. 1985 (pp. 1167-1172).

Van Huffel, S., Vandewalle, J., Staar, J. (1984). The total linear least squares problem: formulation, algorithm and applications. Proc. of the IEEE International Symposium on Circuits and Systems (ISCAS'84). IEEE International Symposium on Circuits and Systems (ISCAS'84). Montr\'{e}al, Canada, May 1984 (pp. 328-331).

AC (Papers at other scientific conferences and symposia, published in full in proceedings)

Miljkovic, N., Matic, V., Van Huffel, S., Popovic, M. (2010). Independent Component Analysis (ICA) Methods for Neonatal EEG Artifact Extraction: Sensitivity to Variation of Artifact Properties. Proc. of 10th Symposium on Neural Network Applications in Electrical Engineering (Neurel 2010). 10th Symposium on Neural Network Applications in Electrical Engineering (Neurel 2010). Belgrade, Serbia, Sep. 2010.

Draulans, V., Van Huffel, S. (2010). De keuze van jonge vrouwen voor een niet-seksestereotype studie als ingenieur. Genderstudies: een genre apart? Een stand van zaken / Savoirs de genre: quel genre de savoir? Etat des lieux des études de genre. Colloquium 'Genderstudies: een genre apart? Een stand van zaken. Amazone, Brussel, 23-24 oktober 2009 (pp. 207-222). Brussel: Sophia vzw.

Van Huffel, S. (2007). Een prof met een groot hart. , Jun. 2007 (pp. 22-23).

Vandeput, S., Naulaers, G., Daniels, H., Van Huffel, S. (2007). Heart Rate Variability during Active and Quiet Sleep in Preterm Neonates. Proc. of the 7th Belgian Day on Biomedical Engineering. 7th Belgian Day on Biomedical Engineering. Brussel, Belgium, Nov. 2007 (pp. 64).

Vanderperren, K., Vandeput, S., Poullet, J., Sima, D., Van Huffel, S. (2006). Automatic quantification of magnetic resonance spectroscopic signals : Evaluation and comparison of AQSES and QUEST. Proc. of the Belgian day on biomedical engineering - IEEE/EMBS Benelux Symposium. Belgian day on biomedical engineering - IEEE/EMBS Benelux Symposium. Brussels, Belgium, Dec. 2006 (pp. 251-254). Brussels, Belgium.

Vergult, A., De Vos, M., LeVan, P., Gotman, J., Van Huffel, S. (2006). Automatic muscle artifact removal as a preprocessing technique for seizure detection. Proc. of the The first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). The first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). Brussel, Belgium, Dec. 2006 (pp. on cdrom).

Taelman, J., Adriaensen, T., Spaepen, A., Langereis, G., Gourmelon, L., Van Huffel, S. (2006). Contactless emg sensors for continuous monitoring of muscle activity to prevent musculoskeletal disorders. Proc. of the The first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). The first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). Brussel, Belgium, Dec. 2006 (pp. 223-226).

De Vos, M., De Lathauwer, L., Vergult, A., De Clercq, W., Van Paesschen, W., Van Huffel, S. (2006). Spatially Constrained Independent Component Analysis for real-time eye artifact removal from the electroencephalogram. Proc. of the first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). first Annual Symposium of the IEEE/EMBS Benelux Chapter. (IEEE EMBS). Brussel, Belgium, Dec. 2006 (pp. 159-163).

Vanderperren, K., Vandeput, S., Poullet, J., Sima, D., Van Huffel, S. (2006). Automatic quantification of magnetic resonance spectroscopic signals : Evaluation and comparison of Aqses and Quest. Proc. of the Belgian day on biomedical engineering - IEEE/EMBS Benelux Symposium. Belgian day on biomedical engineering - IEEE/EMBS Benelux Symposium. Brussels, Belgium, Dec. 2006 (pp. 251-254).

Laudadio, T., Van Huffel, S. (2006). Canonical correlation analysis applied to chemical shift imaging data for cancer diagnosis. Proc. of the second annual IEEE Benelux/DSP Valley signal processing Symposium (SPS-DARTS 2006). Second annual IEEE Benelux/DSP Valley signal processing Symposium (SPS-DARTS 2006). Antwerp, Belgium, Mar. 2006 (pp. 181-184).

Markovsky, I., Amann, A., Van Huffel, S. (2006). Review of filtering methods for removal of resuscitation artifacts from human ECG signals. Proc. of the first Benelux Biomedical Engineering Symposium. first Benelux Biomedical Engineering Symposium, jointly organised by the IEEE Benelux Chapter on Engineering in Medicine and Biology and the Belgian Society for Medical and Biological Engineering and Computing. Brussels, Belgium, Dec. 2006.

Van Belle, V., Poullet, J., Monleon, D., Celda, B., Martinez-Bisba, M., Van Huffel, S. (2006). Classification of brain tumors by means of high resolution magic angle spinning spectra. Proc. of the Belgian Day on Biomedical Engineering IEEE/EMBS Symposium. Belgian Day on Biomedical Engineering IEEE/EMBS Symposium. Brussels, Belgium, Dec. 2006 (pp. 199-202).

IMa (Meeting abstracts, presented at international scientific conferences and symposia, published or not published in proceedings or journals)

Van Cauter, S., Sima, D., ter Beek, L., Luts, J., Li, R., Osorio Garcia, M., Sunaert, S., Van Huffel, S., Himmelreich, U. (2011). Reproducibility and variance of short echo time 1H MR chemical shift imaging of the human brain at 3T with automated planning software. Magn reson Mater Phy: vol. 24 (Suppl 1). ESMRMB Congress. Leipzig, 6-8 October 2011, 404.

Li, Y., Sima, D., Van Cauter, S., Himmelreich, U., Pi, Y., Van Huffel, S. (2011). Tissue type differentiation for brain tumor diagnosis using non-negative matrix factorization on MRSI data. Magn Reson Mater Phy: vol. 24 (Suppl 1). ESMRMB Congress. Leipzig, 6-8 October 2011, 173.

De la Marche, W., Noens, I., Luts, J., Scholte, E., Van Huffel, S., Steyaert, J. (2011). Quantitative autism traits in first degree relatives of children with ASD. International Meeting for Autism Research. San Diego, 12-14 May 2011.

Van Cauter, S., Sima, D., ter Beek, L., Luts, J., Li, Y., Osorio Garcia, M., Sunaert, S., Van Huffel, S., Himmelreich, U. (2011). Reproducibility and variance of serial short echo time 1H magnetic resonance spectroscopic imaging of the human brain at 3T with automated planning software. Proc. Intl. Soc. Mag. Reson. Med.: vol. 19. Annual Meeting of the International Society of Magnetic Resonance in Medicine. Montreal, 7-13 May 2011, 1420.

Croitor Sava, A., Beck, V., Sandaite, I., Deprest, J., Claus, F., Van Huffel, S., Himmelreich, U. (2011). High resolution 1H NMR spectroscopy successfully discriminates fetuses with congenital diaphragmatic hernia from normal pregnancies. Proc. Intl. Soc. Mag. Reson. Med.: vol. 19. Annual Meeting of the International Society of Magnetic Resonance in Medicine. Montreal, 7-13 May 2011, 3470.

Osorio Garcia, M., Sima, D., Nielsen, F., Dresselaers, T., Himmelreich, U., Van Leuven, F., Van Huffel, S. (2011). In vivo 1H MRS quantification of Alzheimer disease in frontal hippocampus of mice with and without inversion recovery to assess the macromolecular contribution. Proc. Intl. Soc. Mag. Reson. Med.: vol. 19. Annual Meeting of the International Society of Magnetic Resonance in Medicine. Montreal, 7-13 July 2011, 3439.

Croitor Sava, A., Van Cauter, S., Sima, D., Osorio Garcia, M., Himmelreich, U., Van Huffel, S. (2011). Non-negative blind source separation techniques for describing intratumoral histopathological tissue properties within MRSI measurements. Proc. Intl. Soc. Mag. Reson. Med.: vol. 19. Annual Meeting of the International Society of Magnetic Resonance in Medicine. Montreal, 7-13 May, 3431.

Van de Vel, A., Cuppens, K., Bonroy, B., Milosevic, M., Krols, R., Gijsemans, L., Vervisch, J., Lagae, L., Van Huffel, S., Vanrumste, B., Ceulemans, B. (2011). Detection systems and algorithms for motor seizures in pediatric patients with epilepsy. Proc. of 29th International Epilepsy Congress. 29th International Epilepsy Congress. Rome, Italy, Sep. 2011.

Van de Vel, A., Cuppens, K., Bonroy, B., Milosevic, M., Krols, R., Gijsemans, L., Vervisch, J., Lagae, L., Van Huffel, S., Vanrumste, B., Ceulemans, B. (2011). Accelerometers for noctural motor seizure detection in pediatric patients with epilepsy. Proc. of the 9th European Paediatric neurology society congress. EPNS congress. Dubrovnik, Croatia, May 2011.

Cuppens, K., Van de Vel, A., Bonroy, B., Milosevic, M., Krols, R., Gijsemans, L., Vervisch, J., Tuytelaars, T., Ceulemans, B., Lagae, L., Van Huffel, S., Vanrumste, B. (2011). Extraction of features for myoclonic shock detection in video based on mean shift clustering for constructing motion tracks. Proc. of the 9th European Paediatric neurology society congress. EPNS congress. Cavtat, Dubrovnik, Croatia, May 2011.

Mijovic, B., Silva, M., Naulaers, G., Van Huffel, S., Allegaert, K. (2010). Empirical mode decomposition to assess the association between coupling in infants cry signals and pain expression quantified by a pain score. EAPS. Copenhagen, 23-26 Oct 2010.

Nuttin, B., Bartic, C., Welkenhuysen, M., Musa, S., Eberle, W., van Kuyck, K., Luyten, L., Prodanov, D., Gligorijevic, I., Van Huffel, S., Das, J., Gabriëls, L., Kruth, J., Verstreken, K., Borghs, G. (2010). Concept of bridging the lesion cavity wall with stimulating and recording devices in the central nervous system. Congress of the European Society for Stereotactic and Functional Neurosurgery. Athens, Greece, 22-25 September 2010.

Luts, J., Laudadio, T., Martinez-Bisbal, M., Van Cauter, S., Molla, E., Piquer, J., Suykens, J., Himmelreich, U., Celda, B., Van Huffel, S. (2010). Non-negative matrix factorization for differentiation of brain metastasis and glioblastoma multiforme, and visualization of tumor infiltration. Proc. Intl. Soc. Mag. Reson. Med.: vol. 18. Scientific Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine.. Stockholm, 1-7 May 2010, 4284-4284.

Van Belle, V., Chou, H., Wildiers, H., Van Huffel, S., Paridaens, R., Weltens, C., Berteloot, P., Janssen, H., Christiaens, M., Neven, P. (2010). Factors predicting disease free survival following neoadjuvant chemotherapy for breast cancer. European Journal of Cancer Supplements: vol. 8 (3). European Breast Cancer Conference. Barcelona, Spain, 24 March 2010, 101-101.

Novitski Nikolai, K., Ramautar, J., Vanderperren, K., De Vos, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Van Huffel, S., Wagemans, J. (2010). Simultaneous EEG-fMRI of peripheral vision. Forum of European Neuroscience (FENS). Amsterdam, The Netherlands, 3-7 July 2010.

Novitski Nikolai, K., Ramautar, J., Vanderperren, K., De Vos, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Lagae, L., Sunaert, S., Van Huffel, S., Wagemans, J. (2010). Integration-by-prediction of simultaneous ERP and fMRI to peripherally presented checkerboard segments. Annual Meeting of the Organization for Human Brain Mapping. Barcelona, Spain, 6-10 June 2010.

Mijovic, B., De Vos, M., Vanderperren, K., Novitski Nikolai, K., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2010). Influence of the stimulus onset asynchrony for the analysis of fMRI with independent component analysis. Annual Meeting of the Organization for Human Brain Mapping. Barcelona, Spain, 6-10 June 2010.

Cuppens, K., Lagae, L., Van Huffel, S., Vanrumste, B. (2010). Towards automatic detection of myoclonic shocks in pediatric patients by means of video recording. Proc. of the 9th International conference and workshop on ambient intelligence and embedded systems. AmiEs-2010. Geel, Belgium, Sep. 2010.

Werbrouck, E., Veldman, J., Luts, J., Van Huffel, S., Van Schoubroeck, D., Timmerman, D., Van den Bosch, T. (2010). Detection of endometrial pathology using saline infusion sonography versus gel instillation sonography: a prospective cohort study. Facts, Views & Vision in ObGyn. EBCOG 2010, 85-85, Abstract No. 130.

Cho, H., Van Belle, V., Vandorpe, T., Wildiers, H., Janssen, H., Leunen, K., Amant, F., Vergote, I., Berteloot, P., Smeets, A., Van Limbergen, E., Weltens, C., Paridaens, R., Van Huffel, S., Christiaens, M., Neven, P. (2009). Prognostic Significance of Nodal and PgR Status on Early Relapse in Operable HER-2 Positive Breast Cancer from the Pre-Trastuzumab Era. Cancer Research: vol. 69 (24). San Antonio Breast Cancer Conference. San Antonio, USA, 9-13 December 2009, 837S-838S, Abstract No. 6046.

Vanderhaegen, J., Naulaers, G., Van Huffel, S., Vanhole, C., Allegaert, K. (2009). Cerebral and systemic hemodynamic effects of intravenous bolus administration of propofol in neonates. European Society for Pediatric Research. Hamburg, 9-12 Oct 2009.

Vanderhaegen, J., Naulaers, G., Van Huffel, S., Debeer, A., Allegaert, K. (2009). Covariates of the interindividual variability in pharmacodynamics of intravenous bolus administration of propofol in neonates. European Society for Pediatric Research. Hamburg, 9-12 Oct 2009.

Ceulemans, B., Cuppens, K., Lagae, L., Van Huffel, S., Vanrumste, B. (2009). Detection of nocturnal frontal lobe seizures in pediatric patients by means of accelerometers: preliminary results. European Journal of Paediatric Neurology: vol. 13 (suppl. 1). Congress of the European Paediatric Society. Harrogate, UK, 30 September - 3 October 2009, S67-S67.

Vanderhaegen, J., Naulaers, G., Van Huffel, S., Vanhole, C., Allegaert, K. (2009). Cerebral and systemic hemodynamic effects of intravenous bolus administration of propofol in neonates. ISOTT. Cleveland, July 2009.

Novitski Nikolai, K., Ramautar, J., Vanderperren, K., De Vos, M., Mennes, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2009). Detection of lateralized visual stimuli as an evaluation paradigm for simultaneous EEG/fMRI acquisition and analysis. Neuromath Workshop, Advanced Methods for the Estimation of Human Brain Activity and Connectivity. Leuven, Belgium, 12-13 March 2009.

Mijovic, B., Vanderperren, K., De Vos, M., Ramautar, J., Novitski Nikolai, K., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2009). Influence of the stimulus onset asynchrony in fMRI experiment to the independent component analysis results. Proceedings of the Neuromath Workshop, Advanced Methods for the estimation of Human Brain Activity and Connectivity. Neuromath Workshop, Advanced Methods for the estimation of Human Brain Activity and Connectivity. Limassol, Cyprus, November-December 2009, 114-115.

Novitski Nikolai, K., Ramautar, J., Vanderperren, K., Stiers, P., Vanrumste, B., Sunaert, S., Van Huffel, S., Wagemans, J. (2009). ERP-driven analysis of simultaneously acquired fMRI data in a visual detection task. Final EPIC 2009 Program (online). International Congress on event-related potentials of the brain (EPIC XV). Bloomington, IN, USA, 22-25 April 2009, 18, Abstract No. 47829.

Valentin, L., Ameye, L., Savelli, L., Van Holsbeke, C., Fruscio, R., Testa, A., Fischerova, D., Van Huffel, S., Paladini, D., Amant, F., Jurkovic, D., Timmerman, D. (2008). The ability of four ultrasound methods to discirminate between benign and malignant tumors considered difficult to classify by ultrasound examiners. Ultrasound in Obstetrics & Gynecology: vol. 32 (3). 18th World Congress on Ultrasound in Obstetrics and Gynecology. Chicago, USA, 24-28 August 2008, 291-291.

Valentin, L., Ameye, L., Testa, A., Van Holsbeke, C., Domali, E., Van Huffel, S., Vergote, I., Bourne, T., Timmerman, D. (2008). Ultrasound scoring system to differentiate benign from malignant masses in specific subgroups of adnexal tumors. Ultrasound in Obstetrics & Gynecology: vol. 32 (3). 18th World Congress on Ultrasound in Obstetrics and Gynecology. Chicago, USA, 24-28 August 2008, 290-290.

Van Belle, V., Van Calster, B., Van Huffel, S., Brouckaert, O., Vanden Bempt, I., Pintens, S., Paridaens, R., Christiaens, M., Neven, P. (2008). Improved NPI for breast cancer prognosis. European Journal of Cancer Supplements: vol. 6 (7), 190-190.

Wildiers, H., Van Calster, B., van de Poll-Franse, L., Hendrickx, W., Van Huffel, S., Smeets, A., Paridaens, R., Deraedt, K., Christiaens, M., Neven, P. (2008). External validation of a piecewise effect model of axillary lymph node involvement in elderly breast cancer patients. European Journal of Cancer Supplements: vol. 6 (7), 170-170.

Silva, M., Allegaert, K., van den Bergh, B., Aerts, J., Van Huffel, S., Berckmans, D. (2008). Maturational aspects of crying characteristics in healthy full term neonates. European Academy of Paediatrics. Nice, Oct 2008.

Novitski Nikolai, K., Ramautar, J., Vanderperren, K., De Vos, M., Mennes, M., Vanrumste, B., Stiers, P., Van den Bergh, B., Wagemans, J., Lagae, L., Sunaert, S., Van Huffel, S. (2008). Simultaneous fMRI-EEG study of early cortical processing of lateralized visual stimuli. Neurocog ’08 Book of abstracts. Neuroscience & Cognitive Control (Neurocog). Ghent, Belgium, December 2008, 18.

Vergult, A., De Clerq, W., Vanderperren, K., Vanrumste, B., Van Paesschen, W., Van Huffel, S. (2007). Canonical Correlation Analysis to remove muscle artifacts from the EEG. Abstracts of the 1st COST Neuromath Workgroups Meeting. COST Neuromath Workgroups Meeting. Rome, Italy, 2-3 December 2007, 40-40.

De Vos, M., Vanderperren, K., Vanrumste, B., De Lathauwer, L., Van Huffel, S. (2007). Multiway methods and their use in neuroscience. Abstracts of the 1st COST Neuromath Workgroups Meeting. COST Neuromath Workgroups Meeting. Rome, Italy, 2-3 December 2007, 108-108.

Van Calster, B., Timmerman, D., Valentin, L., Testa, A., Van Holsbeke, C., Van Huffel, S. (2007). OC153: Logistic regression models to distinguish between benign, primary invasive, borderline malignant and metastatic ovarian tumors. Ultrasound in Obstetrics & Gynecology: vol. 30 (4), 414-414.

Bottomley, C., Van Belle, V., Mukri, F., Van Huffel, S., Timmerman, D., Bourne, T. (2007). OC48: Development of a model to predict ability of ultrasound to make a diagnosis at first assessment in the unselected early pregnancy population. Ultrasound in Obstetrics & Gynecology: vol. 30 (4), 382-382.

Bottomley, C., Van Belle, V., Mukri, F., Kirk, E., Papageorghiou, A., Van Huffel, S., Timmerman, D., Bourne, T. (2007). OC69: Ability to make a diagnosis at first early pregnancy ultrasound assessment according to gestational age. Ultrasound in Obstetrics & Gynecology: vol. 30 (4), 388-388.

Van Holsbeke, C., Van Calster, B., Valentin, L., Testa, A., Domali, E., Lu, C., Van Huffel, S., Timmerman, D. (2007). OC155: The first prospective evaluation of the IOTA phase 1 mathematical models to predict the character of an adnexal mass. Ultrasound in Obstetrics & Gynecology: vol. 30 (4), 414-5.

Valentin, L., Jurkovic, D., Van Calster, B., Testa, A., Van Holsbeke, C., Bourne, T., Vergote, I., Van Huffel, S., Timmerman, D. (2007). OC156: CA-125 does not add to and is not superior to pattern recognition for discrimination between benign and malignant adnexal masses. Ultrasound in Obstetrics & Gynecology: vol. 30 (4), 415-415.

Van den Bergh, B., Van Calster, B., Smits, T., Van Huffel, S., Lagae, L. (2006). Prenatal anxiety flattening of the day-time cortisol profile and depression in adolesence. Early Human Development: vol. 82 (8), 541-541.

Van den Bergh, B., Van Calster, B., Smits, T., Van Huffel, S., Lagae, L. (2006). Prenatal maternal anxiety predicts flattening of the day-time cortisol profile and depression in adolescence. Early human development: vol. 82 (8), 541-541.

Timmerman, D., Van Calster, B., Jurkovic, D., Valentin, L., Testa, A., Bernard, J., Van Holsbeke, C., Van Huffel, S., Vergote, I., Bourne, T. (2006). Shortcomings of serum CA125 in diagnosing ovarian cancer. Ultrasound in Obstetrics & Gynecology: vol. 28 (4), 408.

Deburchgraeve, W., Vanrumste, B., Vergult, A., De Vos, M., Van Paesschen, W., Van Huffel, S. (2006). Automatic detection and localization of epilepsy in the electroencephalogram. Belgian Day on Biomedical Engineering, IEEE/EMBS Benelux Symposium. Belgian Day on Biomedical Engineering - IEEE/EMBS Benelux Symposium. Brussels, Dec. 2006, 321-324.

Vergult, A., De Clecq, W., Vanrumste, B., Van Huffel, S., Palmini, A., Van Paesschen, W. (2006). Enhancing the localising value of ictal scalp EEG by applying the new BSS-CCA method to remove muscle artifacts. Epilepsia: vol. 47, 8-9.

Van den Bergh, B., Van Calster, B., Smits, T., Van Huffel, S., Lagae. L. (2006). Prenatal anxiety flattening of the day-time cortisol profile and depression in adolesence. Paper presented at the 4th World Congress on Developmental Origins of Health and Disease (DOHaD), Utrecht, The Netherlands.

De Vos, M., Vergult, A., De Lathauwer, L., De Clercq, W., Van Huffel, S., Dupont, P., Palmini, A., Van Paesschen, W. (2006). Canonical decomposition of ictal EEG reliably detects the seizure onset zone. Epilepsia: vol. 47, 38-38.

Van den Bergh, B., Van Calster, B., Smits, T., Lagae, L., Van Huffel, S. (2006). Cortisol and depression in 14-15 year olds are linked to maternal anxiety. Paper presented at the 19th Biennial Meeting of the International Society for the Study of Behavioral Development, Melbourne, Australia.

Mastronardi, N., Van Barel, M., Vandebril, R., Van Huffel, S. (2005). The Lanczos reduction to semiseparable matrices. IMACS World Congress on Scientific Computing, Applied Mathematics and Simulation. Paris, France, 11-15 July, 2005.

Haider, Z., Condous, G., Kirk, E., Syed, A., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2005). Development of logistic regression models to predict chlamydial infection in women attending an acute gynaecology unit (AGU). BJOG: vol. 112, 1451-1452.

Timmerman, D., Van Holsbeke, C., Van Calster, B., Jurkovic, D., Valentin, D., Testa, A., Bernard, J., Van Huffel, S., Vergote, I. (2005). Is serum CA 125 essential to distinguish betwee, malignant and benign adnexal tumours? a multicentre study by the International Ovarian Tumour Analysis (IOTA) Group. Gynecol Cancer. 14th International meeting of the European Society of Gynaecological Oncology (ESGO). Istanbul, 25-29.9.2005.

Condous, G., Kirk, E., Haider, Z., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2005). Can we improve the performance of logistic regression analysis for predicting the outcome of pregnancies of unknown location (PULs)?. Ultrasound in Obstetrics & Gynecology: vol. 26 (4), 455-455.

Vergult, A., De Clercq, W., Vanrumste, B., Van Huffel, S., Van Hees, J., Palmini, A., Van Paesschen, W. (2005). Automating Muscle Artifact Removal in Ictal EEG. Epilepsia: vol. 46 (8). Joint Annual Meeting of the American Epilepsy Society and Americal Clinical Neurophysiology Society (AES/ACNS). Washington DC, USA, Dec. 2005, 322.

Condous, G., Kirk, E., Haider, Z., Van Calster, B., Van Huffel, S., Timmerman, D., Bourne, T. (2005). What is the optimal approach to accurately classifying failing pregnancies of unknown location (PULs)?. Ultrasound in Obstetrics & Gynecology: vol. 26 (4), 363-363.

Mastronardi, N., Schuermans, M., Van Huffel, S., Van Barel, M., Vandebril, R. (2005). The Lanczos reduction to semiseparable matrices and applications in computing dominant subspaces. The Sixteenth International Workshop on Operator Theory and Applications. University of Connecticut, Storrs, USA, July 24-27, 2005.

Morales, L., Neven, P., Timmerman, D., Konstantinovic, M., Vergote, I., Christiaens, M., Van Limbergen, E., Weltens, C., Carbonez, A., Van Huffel, S., Ameye, L., Paridaens, R. (2004). Menopausal symptoms and uterine changes in postmenopausal breast cancer patients receiving tamoxifen or third generation aromatase inhibitors. European Journal of Cancer Supplements: vol. 2 (9), 19-21.

Timmerman, D., Valentin, L., Testa, A., Ferrazzi, E., Ameye, L., Jurkovic, D., Metzger, U., Lécuru, F., Bernard, J., Vergote, I., Van Huffel, S. (2004). Classifying ovarian masses and lessons from the IOTA trial. Ultrasound in Obstetrics and Gynecology: vol. 24, 261-261.

Naulaers, G., Meyns, B., Miserez, M., Leunens, V., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Measurement of the liver tissue oxygenation by NIRS. Pediatric research: vol. 54 (4), 558-558.

Naulaers, G., Meyns, B., Miserez, M., Leunens, V., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Continuous measurement of the cerebral fractional oxygen extraction. Pediatric research: vol. 54 (4), 558-558.

Naulaers, G., Allegaert, K., de Halleux, V., Debeer, A., Vanhole, C., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Effect of methohexital on the neonatal cerebral circulation: Measurement of the neurovascular coupling in a non-invasive way by near-infrared spectroscopy. Pediatric research: vol. 53 (4), 446A-446A.

Naulaers, G., Meyns, B., Leunens, V., Miserez, M., Van Huffel, S., Casaer, P., Devlieger, H. (2003). Continuous measurement of cerebral oxygenation (TOI) with near-infrared spectroscopy during rewarming and hypocapnia in newborn piglets. Pediatric research: vol. 53 (4), 542A-542A.

Morales, L., Timmerman, D., Neven, P., Konstantinovic, M., Ameye, L., Van Huffel, S., Vergote, I., Paridaens, R. (2003). Prospective study of uterine sonographic changes after 3 months endocrine treatment in postmenopausal breast cancer patients: tamoxifen is estrogenic while aromatase inhibitors induce atrophy and can reverse the effect of tamoxifen. Breast Cancer Research and Treatment: vol. 82 (1). USA, 3-6.12.2003, 105-106.

Condous, G., Prefumo, F., Okaro, E., Alkatib, M., Khalid, A., Rao, S., Lu, C., Timmerman, D., Van Huffel, S., Bourne, T. (2003). Is the discriminatory zone an outdated concept?. Ultrasound in Obstetrics and Gynecology: vol. 22 (Suppl 1), 1-69.

Okaro, E., Condous, G., Khalid, A., Timmerman, D., Rao, S., Ameye, L., Van Huffel, S., Bourne, T. (2003). Patient history and ultrasound findings: a logistic regression model for the prediction of pelvic pathology in women with chronic pelvic pain. Ultrasound in Obstetrics and Gynecology: vol. 22 (suppl 1), 1-69.

Timmerman, D., Van den Bosch, T., Konstantinovic, M., Moerman, P., Van Schoubroeck, D., Deprest, J., Van Huffel, S. (2003). The detection of endometrial polyps, the contribution of hysterosonography and colour Doppler. Ultrasound in Obstetrics and Gynecology: vol. 22 (Suppl 1), 1-69.

Timmerman, D., Van den Bosch, T., Konstantinovic, M., Moerman, P., Van Schoubroeck, D., Deprest, J., Van Huffel, S. (2003). The detection of endometrial polyps, the contribution of hysterosonography and coulour Doppler. Ultrasound in Obstetrics and Gynecology, 28-28, Abstract No. 22S1.

Morales, L., Neven, P., Timmerman, D., Konstantinovic, M., Van Huffel, S., Ameye, L., Vergote, I., Paridaens, R. (2003). Prospective study on the effect of endocrine treatments on menopausal symptoms in breast cancer patients. Breast Cancer Research and Treatment: vol. 82 (Suppl 1). USA, 3-6.12.2003, 106-106.

Okaro, E., Condous, G., Khalid, A., Alkatib, M., Timmerman, D., Ameye, L., Van Huffel, S., Bourne, T. (2003). Can transvaginal ultrasound detect and localize endometriosis in women with chronic pelvic pain?. Ultrasound in Obstetrics and Gynecology: vol. 22 (1). ISUOG. Paris, 31.8-4.9.2003, 19-19.

Timmerman, D., Antal, P., Konstantinovic, M., Van Huffel, S., De Smet, F., Moreau, Y., De Moor, B., Vergote, I. (2003). Network systems to score ovarian lesions. Ultrasound in medicine & biology: vol. 29 (5 Suppl). Montreal, 1-4.6.2003., S115-S115.

Okaro, E., Condous, G., Khalid, A., Timmerman, D., Wang, X., Van Huffel, S., Bourne, T. (2003). Does a normal scan exclude the presence of significant pathology in women with chronic pelvic pain?. Ultrasound in Medicine and Biology: vol. 29. Joint congress of the American Institute of Ultrasound in Medicine (AIUM) and the World Federation of Ultrasound in Medicine and Biology (WFUMB). Montreal, 1-4.6.2003., 25-25.

Timmerman, D., Morales, L., Konstantinovic, M., Moerman, P., Ameye, L., Van Huffel, S., Paridaens, R., Vergote, I. (2003). Evaluation of endometrial pathology in tamoxifen-treated breast cancer patients: the value of the 'pedicle artery test' using transvaginal color Doppler imaging. International journal of gynecological cancer: vol. 13 (Suppl 1). 13th International Meeting of the Eur. Society of Gynaecological Oncology (ESGO). Brussels, 6-10.4.2003., 67-67.

Condous, G., Okaro, E., Khalid, A., Rao, S., Alkatib, M., Yan, Z., Lu, C., Van Huffel, S., Timmerman, D., Bourne, T. (2003). Are ultrasound and biochemical indices useful in the management of pregnancies of unknown location?. Ultrasound in Medicine and Biology: vol. 29. Joint congress of the American Institute of Ultrasound in Medicine (AIUM) and the World Federation of Ultrasound in Medicine and Biology (WFUMB). Montreal, 1-4.6.2003., 51-52.

Timmerman, D., De Smet, F., De Brabanter, J., Moerman, P., De Moor, B., Moreau, Y., Van Huffel, S., Vergote, I. (2003). News on ultrasonographic techniques for pelvic malignancies. International journal of gynecological cancer: vol. 13 (Suppl 1). 13th International Meeting of the Eur. Society of Gynaecological Oncology (ESGO). Brussels, Belgium, 6-10.4.2003., 120-121.

Condous, G., Okaro, E., Khalid, A., Yan, Z., Chuan, L., Van Huffel, S., Timmerman, D., Bourne, T. (2003). The positive pregnancy test and an empty uterus. The use of a new logistic regression model for predicting the outcome of pregnancies of unknown locations. Ultrasound in Medicine and Biology: vol. 29. Joint congress of the American Institute of Ultrasound in Medicine (AIUM) and the World Federation of Ultrasound in Medicine (AIUM) and the World Federation of Ultrasound in Medicine and Biology (WFUMB). Montreal, 1-4.6.2003., 51-51.

Verhelst, W., Hermus, K., Lemmerling, P., Wambacq, P., Van Huffel, S. (2001). Modeling audio with damped sinusoids using total least squares algorithms. Abstractbook Third international workshop on "TLS and errors-in-variables modeling". International workshop on “TLS and errors-in-variables modeling”. Heverlee, Belgium, 27-29 August 2001, 61.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2001). Fast and stable algorithms for solving Toeplitz structured total least squares problems. Workshop on Matrix Computations. University of Hongkong, May 24, 2001.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2001). Fast structured TLS algorithms via exploitation of the displacement structure. Third International Workshop on TLS and Errors-in-Variables Modeling. Leuven, Belgium, August 27-29, 2001.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2001). A fast and stable algorithm for solving structured total least squares problems and applications. GAMM Workshop on Numerical Linear Algebra with special emphasis on Numerical Methods for Structured and Random Matrices. Berlin, Germany, September 7-8, 2001.

Mastronardi, N., Lemmerling, P., Van Huffel, S. (2001). Fast algorithms for structured total least squares in speech compression. Workshop on Numerical Linear Algebra in Scientific and Engineering Applications. The Fields Institute, Toronto, Canada, October 29 - November 2, 2001.

Antal, P., Fannes, G., De Moor, B., Vandewalle, J., Van Huffel, S., Timmerman, D. (2000). Bayesian predictive models for ovarian cancer classification : evalution of logistic regression, multi layer perceptron and belief network models in the Bayesian context. Proc. of the Tenth Belgian-Dutch conference on Machine Learning (BENELEARN2000). Tenth Belgian-Dutch conference on Machine Learning (BENELEARN2000). Tilburg, The Netherlands, Dec. 2000, 125-132.

Timmerman, D., Verrelst, H., Van Holsbeke, C., Vandewalle, J., Billen, J., Van Huffel, S., Vergote, I. (2000). Prospective evaluation of a new risk of malignancy index. Gynecologic oncology: vol. 76 (2). 31st Annual Meeting of the Society of Gynecologic Oncologists (SGO). San Diego, 6-9.2.2000, 255-255, Abstract No. 94.

Lerouge, E., Van Huffel, S. (1999). Generalization Capacity of Neural Networks for the Classification of ovarium tumours. Proc. of the 20th Symposium on Information Theory in the Benelux. 20th Symposium on Information Theory in the Benelux. Haasrode, Belgium, May 1999, 149-156.

Vanhamme, L., Van Huffel, S. (1998). Multichannel quantification of biomedical magnetic resonance spectroscopy signals. Advanced Signal Processing Algorithms, Architectures and Implementations VIII, Proc. of SPIE's 43rd Annual Meeting: vol. 3461. SPIE's 43rd Annual Meeting. San Diego, US, 1998, 237-248.

Van Huffel, S., Van Ormondt, D. (1998). Subspace-based exponential data modeling using prior knowledge. Proc. of the IEEE Benelux Signal Processing Symposium (IEEEBSPS). IEEE Benelux Signal Processing Symposium (IEEEBSPS). Leuven, Belgium, Mar. 1998, 211-214.

Andrioli, A., Wilmer, P., Beirlant, J., Van Huffel, S., Janssens, J. (1998). Computerized detection of clustered contractions in ambulatory small bowel manometries. Gastroenterology: vol. 114 (4), A712-A712.

Van Huffel, S., Van den Boom Ad, J. (1997). NICONET : Network for Performant Numerical Software Development in Control Engineering. Proc. of the 7th IFAC Symposium on computer-aided control systems design(CACSD'97). 7th IFAC Symposium on computer-aided control systems design(CACSD'97). Belgium, April 28-30, 1997, 197-202.

Van Huffel, S., Park, H., Rosen, J. (1995). Total least norm problem formulation and solution of structured problems in parameter extraction. Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. Mierlo, The Netherlands, Mar. 1995, 317-326.

Chen, H., Van Huffel, S., Vandewalle, J. (1995). Structured total least norm and its application to parameter estimation of exponentially damped sinusoids. Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. Mierlo, The Netherlands, Mar. 1995, 45-50.

Van Huffel, S., Park, H. (1993). Improved parallel algorithm for band matrix reconstruction. Proc. of the ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. ProRISC/IEEE Workshop on Circuits, Systems and Signal Processing. Houthalen, Belgium, Mar. 1993, 275-280.

AMa (Meeting abstracts, presented at other scientific conferences and symposia, published or not published in proceedings or journals)

Cuppens, K., Van de Vel, A., Bonroy, B., Ceulemans, B., Lagae, L., Tuytelaars, T., Van Huffel, S., Vanrumste, B. (2011). Detection of myoclonic shocks in nocturnal video by means of motion tracks. Proceedings of the IEEE/EMBS Benelux chapter. IEEE/EMBS Benelux. Leuven/Brussels, 1-2 December 2011.

De la Marche, W., Noens, I., Boets, B., Luts, J., Van Huffel, S., Scholte, E., Peeters, H., Devriendt, K., Steyaert, J. (2011, 2011). An autism spectrum disorder family study: Specific phenotypes in relatives and familial transmission of quantitative autism traits. M.M. Delacroix Workshop on Autism Research. Leuven, 8-10 November 2011.

Van de Vel, A., Cuppens, K., Bonroy, B., Milosevic, M., Krols, R., Gijsemans, L., Vervisch, J., Lagae, L., Van Huffel, S., Vanrumste, B., Ceulemans, B. (2011). Accelerometers for noctural motor seizure detection in pediatric patients with epilepsy. Knowledge for growth. Knowledge for growth. Ghent, Belgium, May 2011.

Cuppens, K., Lagae, L., Ceulemans, B., Van Huffel, S., Vanrumste, B. (2011). Optical flow based motion tracks for the detection of nocturnal myoclonic shocks in pediatric patients. Proc. of the 3rd Dutch bio-Medical Engineering Conference 2011. 3rd Dutch bio-Medical Engineering Conference 2011. Egmond aan Zee, Nederland, Jan. 2011.

Luts, J., Laudadio, T., Idema, A., Van Cauter, S., Himmelreich, U., Vandermeulen, D., Heerschap, A., Suykens, J., Van Huffel, S. (2010). Statistical machine learning approach to multimodal magnetic resonance data processing for clinical decision support in brain tumor diagnostics. Annual Leuven statistical day - LSD 2010. Heverlee, Belgium, 28 May 2010.

Lu, C., De Brabanter, J., Van Huffel, S., Vergote, I., Timmerman, D. (2001). Prediction of malignancy of ovarian tumors with logistic regression and artifical neural network models. 9th annual meeting of the Belgian Statistical Society (BSS 2001). Oostende, Belgium, October 12-13, 2001..

TH (Thesis)

Mijovic, B., Van Huffel, S. (sup.) (2012). Data-driven Multimodal Signal Processing with Applications to EEG-fMRI Fusion (Datagedreven multimodale signaalverwerking met toepassingen in EEG-fMRI fusie), 216 pp.

Vanderperren, K., Van Huffel, S. (sup.) (2011). Improving Data-Driven EEG-fMRI Analyses for the Study of Cognitive Functioning (Verbeteren van datagedreven EEG-fMRI analyses voor het bestuderen van cognitief functioneren), 208 pp.

Croitor Sava, A., Van Huffel, S. (sup.), Sima, D. (cosup.) (2011). Signal Processing and Classification for Magnetic Resonance Spectroscopy with Clinical Applications (Signaalverwerking en classificatie van magnetische resonantie spectroscopie met klinische toepassingen).

Osorio Garcia, M., Van Huffel, S. (sup.), Sima, D. (sup.), Himmelreich, U. (sup.) (2011). Advanced Signal Processing for Magnetic Resonance Spectroscopy (Geavanceerde signaalverwerking voor magnetische resonantie spectroscopie), 145 pp.

Huys, R., Van Huffel, S. (sup.), Borghs, G. (sup.) (2011). CMOS Microelectrode Arrays for Neurophysiological Applications (CMOS micro-electrode arrays voor neurofysiologische toepassingen), 295 pp.

Taelman, J., Van Huffel, S. (sup.), Spaepen, A. (sup.) (2011). Analysis of Electrophysiological Measurements During Stress Monitoring (Analyse van elektrofysiologische signalen tijdens stress monitoring).

Van Belle, V., Van Huffel, S. (sup.), Suykens, J. (sup.) (2010). Non-Linear Survival Models and Their Applications Within Breast Cancer Prognosis (Niet-lineaire overlevingsmodellen en hun toepassingen in borstkankerprognose), 210 pp.

Vandeput, S., Van Huffel, S. (sup.), Aubert, A. (sup.) (2010). Heart Rate Variability: Linear and Nonlinear Analysis with Applications in Human Physiology (Hartritmevariabiliteit: lineaire en niet-lineaire analyse met toepassingen in humane fysiologie).

Deburchgraeve, W., Van Huffel, S. (sup.) (2010). Development of an Automated Neonatal EEG Seizure Monitor (Ontwikkeling van een geautomatiseerde neonatale EEG seizure monitor), 190 pp.

Vanderhaegen, J., Naulaers, G. (sup.), Van Huffel, S. (cosup.) (2010). The effect of physiological and pathophysiological changes on the neonatal cerebral oxygenation, as measured by near-infrared spectroscopy.

Luts, J., Van Huffel, S. (sup.), Suykens, J. (sup.) (2010). Classification of Brain Tumors Based on Magnetic Resonance Spectroscopy (Classificatie van hersentumoren op basis van magnetische resonantie spectroscopie), 256 pp.

De Vos, M., Van Huffel, S. (sup.), De Lathauwer, L. (sup.), Van Paesschen, W. (sup.) (2009). Decomposition Methods With Applications in Neuroscience (Decompositietechnieken met toepassingen in de neurowetenschappen).

Ishteva, M., Van Huffel, S. (sup.), De Lathauwer, L. (sup.) (2009). Numerical Methods for the Best Low Multilinear Rank Approximation of Higher-Order Tensors (Numerieke methoden voor de beste lage multilineaire rang benadering van hogere-orde tensoren).

Poullet, J., Van Huffel, S. (sup.) (2008). Quantification and Classification of Magnetic Resonance Spectroscopic Data for Brain Tumor Diagnosis (Kwantificatie en classificatie van magnetische resonantie spectroscopie data voor de diagnose van hersentumoren), 206 pp.

Van Calster, B., Van Huffel, S. (sup.), Timmerman, D. (cosup.) (2008). Predictive Diagnostic Models for Gynecologic Applications with Focus on Multi-Class Classification (Predictieve diagnostische modellen voor gynaecologische toepassingen met nadruk op meerklasse classificatie), 238 pp.

Schuermans, M., Van Huffel, S. (sup.) (2006). Weighted Low Rank Approximation Algorithms and Applications (Gewogen lagererangbenaderingsproblemen: algoritmen en toepassingen), 169 pp.

Sima, D., Van Huffel, S. (sup.) (2006). Regularization Techniques in Model Fitting and Parameter Estimation (Regularisatietechnieken in modellering en parameterschatting), 179 pp.

Laudadio, T., Van Huffel, S. (sup.), De Lathauwer, L. (sup.), De Lathauwer, L. (cosup.) (2005). Subspace-Based Quantification of Magnetic Resonance Spectroscopy Data Using Biochemical Prior Knowledge (Deelruimte gebaseerde kwantificatie van Magnetische Resonantie Signalen met inbreng van biochemische voorkennis).

Papy, J., Van Huffel, S. (sup.), De Lathauwer, L. (sup.), Wevers, M. (cosup.) (2005). Subspace-Based Exponential Data Fitting Using Linear and Multilinear Algebra, 165 pp.

Ameye, L., Van Huffel, S. (sup.), Suykens, J. (sup.), Timmerman, D. (cosup.) (2005). Predictive Models for Classification Problems in Gynaecology (Voorspellingsmodellen voor classificatie in de gynaecologie).

De Clercq, W., Van Huffel, S. (sup.), Van Paesschen, W. (cosup.) (2005). Advanced Preprocessing Techniques and Nonlinear Signal Analysis Applied to Scalp Electroencephalograms for the Prediction of Epileptic Seizures (Gevorderde voorbewerkingstechnieken en niet-lineaire signaalanalyse toegepast op scalp EEG signalen voor de voorspelling van epileptische aanvallen), 173 pp.

Devos, A., Van Huffel, S. (sup.), Van Hecke, P. (cosup.) (2005). Quantification and Classification of Magnetic Resonance Spectroscopy Data and Applications to Brain Tumour Recognition (Kwantificatie en classificatie van Magnetische Resonantie Spectroscopie data en toepassingen voor de patroonherkenning van hersentumoren), 217 pp.

Markovsky, I., Van Huffel, S. (sup.), De Moor, B. (cosup.) (2005). Exact and Approximate Modeling in the Behavioral Setting (Exact en approximatief modelleren op basis van het systeemgedrag).

Pels, P., Van Huffel, S. (sup.) (2005). Analysis and Improvement of Quantification Algorithms for Magnetic Resonance Spectroscopy (Analyse en verbetering van kwantificatie algoritmes voor magnetische resonantie spectroscopie).

Lu, C., Van Huffel, S. (sup.), Suykens, J. (cosup.) (2005). Probabilistic Machine Learning Approaches to Medical Classification Problems (Probabilistische machine leermethoden voor medische classificatieproblemen).

Lu, C., Van Huffel, S. (sup.), Suykens, J. (sup.) (2005). Probabilistic machine learning approaches to medical classification problems, 183 pp.

Markovsky, I., Van Huffel, S. (sup.), De Moor, B. (sup.) (2005). Exact and approximate modeling in the behavioral setting, 207 pp.

Ameye, L., Van Huffel, S. (sup.), Suykens, J. (sup.), Timmerman, D. (sup.) (2005). Predictive models for classification in gynecology, 210 pp.

Pels, P., Van Huffel, S. (sup.), Van Hecke, P. (sup.) (2005). Analysis and Improvement of Quantification Algorithms for Magnetic Resonance Spectroscopy, 140 pp.

Morren, G., Van Huffel, S. (sup.) (2004). Advanced signal processing applied to in-vivo spectroscopy and heart rate variability.

Lukas, L., Vandewalle, J. (sup.), Van Huffel, S. (sup.) (2003). Least Squares Support Vector Machines Classification Applied to Brain Tumour Recognition using Magnetic Resonance Spectroscopy, 148 pp.

Rippert, L., Wevers, M. (sup.), Van Huffel, S. (sup.) (2003). Optical fibers for damage monitoring in carbon fiber reinforced plastic composite materials.

Mastronardi, N., Van Huffel, S. (sup.), Van Dooren, P. (sup.) (2001). Fast and reliable algorithms for structured total least squares and related matrix, 159 pp.

Vanhamme, L., Van Huffel, S. (sup.) (1999). Advanced time-domain methods for nuclear magnetic resonance spectroscopy data analysis, 210 pp.

Lemmerling, P., Van Huffel, S. (sup.), De Moor, B. (sup.) (1999). Structured total least squares : analysis, algorithms and applications.

Chen, H., Van Huffel, S. (sup.) (1996). Subspace-Based Parameter Estimation of Exponentially Damped Sinusoids with Application to Nuclear Magnetic Resonance Spectroscopy Data, 194 pp.

Van Huffel, S., Vandewalle, J. (sup.) (1987). Analysis of the Total Least Squares Problem and its Use in Parameter Estimation.

IR (Internal report)

Mastronardi, N., Schuermans, M., Van Barel, M., Vandebril, R., Van Huffel, S. (2005). A Lanczos-like reduction of symmetric structured matrices into semiseparable ones. TW Reports, TW420, 10 pp: Department of Computer Science, K.U.Leuven, Leuven, Belgium.

Van Huffel, S. (2005). Genderverhouding in de Faculteit Ingenieurswetenschappen (FirW) : Academiejaren 2003-2004 en 2004-2005. Intern Rapport ESAT-SISTA, Dept. Elektrotechniek, K.U.Leuven, 6 pp.

Hermus, K., Verhelst, W., Lemmerling, P., Wambacq, P., Van Huffel, S. (2003). Perceptual audio modeling with exponentially damped sinusoids, 16 pp. Leuven, Belgium.

DI (Misc.)

Garcia-Gomez, J., Luts, J., Julia-Sape, M., Krooshof, P., Tortajada, S., Vicente, J., Melssen, W., Fuster-Garcia, E., Olier, I., Postma, G., Monleon, D., Moreno-Torres, A., Pujol, J., Candiota, A., Martinez-Bisbal, M., Suykens, J., Buydens, L., Celda, B., Van Huffel, S., Arus, C., Robles, M. (2009). Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy. Magnetic Resonance Materials in Biology, Physics and Medicine, 22, 5-18.

Van Huffel, S. (2007). Voelt u zich ook zo inclusief. Knack magazine, 26-27.

Timmerman, D., Verrelst, H., Van Huffel, S., Vergote, I. (1999). Ultrasound and computer models for the pre-operative discrimination between malignant and benign adnexal masses (in hungarian) Ultrasound. Hungarian Journal of Gynecologic Oncology, 3, 139-149.

This list is generated from Lirias and contains data from Lirias as it is entered and validated by the researcher.