Recente publicaties
- launch Goris, M., Yang, P-K., Ginis, P., Filtjens, B., Hansen, C., Schlenstedt, C., Hausdorff, J.M., Maetsler, W., Vandenberghe, W., Vanrumste, B., Nieuwboer, A., Gilat, M. (2025). Can a deep learning algorithm assess freezing of gait during a turning task in people with Parkinson’s disease? Presented at the ISPGR 2025, Maastricht, 29 Jun 2025-02 Jul 2025.
- launch Chuma, A.T., Voigt, J-U., Youssef, A., Asmare, M.H., Varon, C., Kassie, D.M., Willems, R., Vanrumste, B. (2025). Evaluation of electrocardiogram patterns in early asymptomatic rheumatic heart disease patients. In: European Journal Of Preventive Cardiology: vol. 32. Presented at the European Society of Cardiology, Preventive Cardiology 2025, Milan, Italy, 03 Apr 2025-05 Apr 2025.
- launch DE RUYTER, G., VANRUMSTE, B., VERBEKE, M., HALLEZ, H. (2025). A Fault Recognition Dataset for Eccentricity Faults in a Rotor-Eccentric Induction Motor. KU Leuven RDR. doi: 10.48804/NSQJCU
via repository
- launch Liao, M., Libeert, E., Van Cauwelaert, J., Brumagne, S., Aerts, J-M., Vanrumste, B. (2025). Wearable Sensors and Machine Learning for Pelvic Rotation Monitoring. Presented at the 10th Dutch Bio-Medical Engineering Conference, Egmond aan Zee, 30 Jan 2025-31 Jan 2025.
- launch Strauven, H., Wang, C., Hallez, H., Vanden Abeele, V., Vanrumste, B. (2025). Unobtrusive Nighttime Movement Monitoring to Support Nursing Home Continence Care by Using Accelerometer Sensors and an XGBoost algorithm. Presented at the 10th Dutch Conference for Biomedical Engineering, Egmond aan Zee, 30 Jan 2025-31 Jan 2025.
via repository
- launch Yang, P-K., Filtjens, B., Ginis, P., Goris, M., Nieuwboer, A., Gilat, M., Slaets, P., Vanrumste, B. with Yang, P-K. (corresp. author) (2025). Multimodal Freezing of Gait Detection: Analyzing the Benefits and Limitations of Physiological Data. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 33, 956-965. doi: 10.1109/TNSRE.2025.3545110
via repository
- launch Shang, M., de Bleecker, C., Vanrenterghem, J., de Ridder, R., Verschueren, S., Varon, C., de Raedt, W., Vanrumste, B. with Shang, M. (corresp. author) (2025). A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU. IEEE ACCESS, 13, 42986-42996. doi: 10.1109/ACCESS.2025.3545560
via repository
- launch Wang, C., Mertes, G., Kyritsis, K., Ding, L., De Raedt, W., Camps, G., Kumar, T.S., Chen, W., Jia, J., Hallez, H., Vanrumste, B. (2024). Detection of Eating Gestures in Older Persons Using IMU Sensors with Multi-Stage Temporal Convolutional Network. IEEE Sensors Journal, 24 (21), 35231-35244. doi: 10.1109/JSEN.2024.3460651
via repository
- launch Yang, P-K., Filtjens, B., Ginis, P., Goris, M., Nieuwboer, A., Gilat, M., Slaets, P., Vanrumste, B. (2024). Multimodal Freezing of Gait Detection: Analyzing the Benefits of Physiological Data. medRxiv. doi: 10.1101/2024.10.25.24315880
- launch Wang, C., Vanrumste, B. (sup.), Hallez, H. (sup.), Camps, G. (cosup.) (2024). Automated Food Intake Activity Detection: Towards Free-Living Applications.
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T44MLN
Machine learning
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T4OML2
Machine Learning (EM)
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T44MLE
Machine Learning
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T4OML1
Machine learning (EM)
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T2ASD1
Statistiek en databeheer
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T2ASD2
Statistics and Data Management
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T5IPHT
Information Processing in Health Technology
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T4VML1
Machine learning (EA)
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T4VML2
Machine Learning (EA)
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T3WDO2
Complex Digital Design