Researcher
Bart Vanrumste
- Disciplines:Other information and computing sciences, Modelling, Control systems, robotics and automation, Design theories and methods, Mechatronics and robotics, Biological system engineering, Computer theory, Signal processing, Applied mathematics in specific fields, Computer architecture and networks, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing
Affiliations
- Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → Today - Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Oct 2016 - Computer Security and Industrial Cryptography (COSIC) (Division)
Member
From1 Aug 2020 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Group T Leuven Campus (Technology cluster)
Member
From1 Nov 2016 → 30 Sep 2019 - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Diepenbeek Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014
Projects
1 - 10 of 41
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom1 Oct 2023 → TodayFunding: FWO Strategic Basic Research (SBO)
- AI-Driven Wearable Robotics for HealthcareFrom1 Oct 2023 → TodayFunding: Activity supporting strategical priorities of the federal government
- AI@WZC: Residential Care Centers support and motivate residents to exercise using Artificial Intelligence (2023-00007).From1 Oct 2023 → TodayFunding: Provinces
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom11 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- PhD position on multi-modal sensor fusion for AI-driven remote rehabilitationFrom4 Sep 2023 → 22 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Combating Malnutrition in Africa Through Diversification of the Food SystemFrom1 Jan 2023 → TodayFunding: Horizon Europe - Food, Bioeconomy, Natural Resources, Agriculture and Environment
- Machine Learning Approaches for Human Health Monitoring Using Wearable Sensors to Compensate Low Back PainFrom6 Dec 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Improving wearability and acceptance of AI-driven human-centered roboticsFrom1 Nov 2022 → 31 Oct 2023Funding: Activity supporting strategical priorities of the federal government
- Improving the technological assessment of freezing of gait in Parkinson’s diseaseFrom1 Oct 2022 → TodayFunding: FWO Strategic Basic Research Grant
- Towards at-home mobility assessment with deep learning technologyFrom1 Oct 2022 → 30 Sep 2023Funding: BOF - postdoctoral mandates
Publications
21 - 30 of 166
- Audio classification with resource-constrained wireless sensor networks(2022)
Authors: Gert Dekkers, Peter Karsmakers, Toon van Waterschoot, Bart Vanrumste
- Can Heart Sound Denoising Be Beneficial in Phonocardiogram Classification Tasks?(2021)
Authors: Melkamu Hunegnaw Asmare, Luc Janssens, Bart Vanrumste
Pages: 354 - 358 - Gestational weight gain prediction using privacy preserving federated learning(2021)
Authors: Chetanya Puri, Koustabh Dolui, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Pages: 2170 - 2174 - Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation(2021)
Authors: Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Bart Vanrumste, Peter Slaets
- Detecting hand washing activity among activities of daily living and classification of WHO hand washing techniques using wearable devices and machine learning algorithms(2021)
Authors: Yiyuan Zhang, Bart Vanrumste
Pages: 1 - 11 - Vital Signs Prediction for COVID-19 Patients in ICU(2021)
Authors: Jean-Marie Aerts, Bart Vanrumste
- Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text(2021)
Authors: Hee Reen Shim, Stijn Luca, Bart Vanrumste
Pages: 260 - 273 - Designing Self-Management Health Systems to Support Ageing in Place(2021)
Authors: Ine D'Haeseleer, Vero Vanden Abeele, Bart Vanrumste, Dominique Schreurs
- Rheumatic Heart Disease Screening Based on Phonocardiogram(2021)
Authors: Melkamu Hunegnaw Asmare, Benjamin Filtjens, Luc Janssens, Bart Vanrumste
- Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults(2021)
Authors: Marc Mertens, Glen Debard, Jesse Davis, Koen Milisen, Jos Tournoy, Bart Vanrumste
Linked dataset
1 - 3 of 3
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments (Creator)
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention (Creator)
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments (Creator)