Bart Vanrumste

photo

Dynamische Systemen, Signaalverwerking en Gegevensanalyse (STADIUS), Campus Groep T Leuven

Andreas Vesaliusstraat 13 - bus 2600

3000 Leuven

KU Leuven kaart

Dynamische Systemen, Signaalverwerking en Gegevensanalyse (STADIUS), Leuven (Arenberg)

Kasteelpark Arenberg 10 - bus 2446

3001 Leuven

KU Leuven kaart

website


Curriculum Vitae

 

 

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 openaccessvia 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. openaccessvia 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 openaccessvia 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 openaccessvia 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 openaccessvia 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.
  • T44MLN Machine learning
  • T4OML2 Machine Learning (EM)
  • T44MLE Machine Learning
  • T4OML1 Machine learning (EM)
  • T2ASD1 Statistiek en databeheer
  • T2ASD2 Statistics and Data Management
  • T5IPHT Information Processing in Health Technology
  • T4VML1 Machine learning (EA)
  • T4VML2 Machine Learning (EA)
  • T3WDO2 Complex Digital Design

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 openaccessvia 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. openaccessvia 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 openaccessvia 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 openaccessvia 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 openaccessvia 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.
  • T44MLN Machine learning
  • T4OML2 Machine Learning (EM)
  • T44MLE Machine Learning
  • T4OML1 Machine learning (EM)
  • T2ASD1 Statistiek en databeheer
  • T2ASD2 Statistics and Data Management
  • T5IPHT Information Processing in Health Technology
  • T4VML1 Machine learning (EA)
  • T4VML2 Machine Learning (EA)
  • T3WDO2 Complex Digital Design