Bart Vanrumste

Human Media — United States

Neuroscience · Life Sciences

38h-index6.4kcitations355works2.42yr avg
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Research Topics

EEG and Brain-Computer Interfaces(100), Context-Aware Activity Recognition Systems(54), Blind Source Separation Techniques(45), Balance, Gait, and Falls Prevention(31), Gait Recognition and Analysis(30)

Publications355 total

Electrocardiographic Digital Biomarkers in Asymptomatic Schoolchildren with Rheumatic Heart Disease
2026Open Access
Robust Multimodal Learning Framework for Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
IEEE Journal of Biomedical and Health Informatics·2026Open Access
IMU-Based Pelvic Rotation Detection: A Novel Dataset, Benchmark Classifiers, and Sensor Placement Optimization
IEEE Journal of Biomedical and Health Informatics·2026Open Access
RevalExo Dataset
Open MIND·2026
RevalExo Dataset
KU Leuven RDR·2026Open Access
Machine learning for classification of advanced rheumatic heart disease using electrocardiogram in cardiology ward
BMC Cardiovascular Disorders·2025Open Access
Prevalence of Early Rheumatic Heart Disease among Asymptomatic Schoolchildren in Ethiopia (Preprint)
2025Open Access
Prevalence of Early Rheumatic Heart Disease among Asymptomatic Schoolchildren in underserved communities in Ethiopia: Cross-sectional Observational Study (Preprint)
JMIR Public Health and Surveillance·2025Open Access
AI and IoT for COPD Remote Monitoring: A Systematic Review of ECOPD Prediction Frameworks and Key Monitoring Physiological Variables (Preprint)
JMIR Medical Informatics·2025Open Access
Deep learning-based physical exercise assessment of older adults using single-camera videos
2025Open Access
AI-assisted Automatic Jump Detection and Height Estimation in Volleyball Using a Waist-worn IMU
2025· 1 cited
Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks
2025Open Access
Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
arXiv (Cornell University)·2025Open Access
Deep Learning for Freezing of Gait Assessment using Inertial Measurement Units: A Multicentre Study
2025· 1 citedOpen Access
A Systematic Review of Prolonged Posture Monitoring With Accelerometer-Based Wearable Sensors (Preprint)
2025
Machine learning for classification of advanced rheumatic heart disease using electrocardiogram in cardiology ward
2025Open Access
AI-assisted Automatic Jump Detection and Height Estimation in Volleyball Using a Waist-worn IMU
arXiv (Cornell University)·2025Open Access
Evaluation of electrocardiogram patterns in early asymptomatic rheumatic heart disease patients
European Journal of Preventive Cardiology·2025Open Access
Skeleton-Based Intake Gesture Detection With Spatial-Temporal Graph Convolutional Networks
arXiv (Cornell University)·2025Open Access
A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU
IEEE Access·2025· 1 citedOpen Access
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Frequent Co-authors

Sabine Van Huffel(18), Ignace Lemahieu(9), Berten Ceulemans(9), Maarten De Vos(8), Kris Cuppens(8), Peter Karsmakers(8), Lieven Lagae(7), Anouk Van de Vel(7), Lieven Lagae(7), Gert Van Hoey(7), M. D’Havé(7), Paul Boon(7), Wim Van Paesschen(6), Bert Bonroy(6), Rik Van de Walle(6), Wim De Clercq(5), Katrien Vanderperren(5), Peter Stiers(5), Glen Debard(5), Anneleen Vergult(4)