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Katrien Vanderperren (ESAT)
 Katrien Vanderperren
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Research:
Tensor based integration of the electroencephalogram and functional magnetic resonance imaging in the study of cognitive processes and disorders.
In this PhD the aim is to integrate two completely different and complementary biomedical measurement techniques, namely EEG and fMRI. For this purpose, new tensor based algorithms will be developed and validated. The integrated results offer simultaneously spatial as well as temporal information about complex cognitive processes, which is a new concept in this type of applications
 
In charge of:

Teaching assistant for Linear Algebra (1st Bachelor Applied Sciences and engineering)

IT (Articles in internationally reviewed academic journals)

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.

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.

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.

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.

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.

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.

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.

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.

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

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

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

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).

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).

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).

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).

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).

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.

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

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.

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).

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

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.

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.

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., 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.

TH (Thesis)

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.

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

Newsflash

Two OPTEC professors have been awarded three "Gouden Krijtjes", the yearly teaching awards given by the organization of engineering students (vtk). Prof. Lombaert was awarded the prize for the best course in civil engineering, and Prof. Diehl the prizes for the best professor and the best course in mathematical engineering (where he teaches numerical optimization). They received these awards at the yearly "proffentap" where experienced students taught them how to draft beer professionally. 

Optec Agenda

Thu 31.05.2012
BOKU 3.12
Wed 04.07.2012
Auditorium of the Arenberg Castle
Thu 08 - Fri 09.11.2012
Belgian coast

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