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
121 - 130 of 167
- Ambulatory monitoring of physical activity based on knee flexion/extension measured by inductive sensor technology(2013)
Authors: Bert Bonroy, Kris Cuppens, Bart Vanrumste
Pages: 1 - 10 - Non-EEG seizure-detection systems and potential SUDEP prevention: State of the art(2013)
Authors: Kris Cuppens, Bert Bonroy, Milica Milosevic, Katrien Jansen, Sabine Van Huffel, Bart Vanrumste, Lieven Lagae
Pages: 345 - 355 - Handling unbalanced data in nocturnal epileptic seizure detection using accelerometers(2013)
Authors: Kris Cuppens, Peter Karsmakers, Bert Bonroy, Milica Milosevic, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Pages: 447 - 452 - Automatic monitoring of activities of daily living based on real-life acoustic sensor data: A preliminary study(2013)
Authors: Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
Pages: 113 - 118 - Long-term home monitoring of hypermotor seizures by patient-worn accelerometers(2013)
Authors: Kris Cuppens, Bert Bonroy, Milica Milosevic, Sabine Van Huffel, Bart Vanrumste, Lieven Lagae
Pages: 118 - 125 - Ambient Assisted Living and Care in The Netherlands: The Voice of the User(2013)
Authors: Bart Vanrumste
Pages: 205 - 221Number of pages: 17 - An exemplar-based NMF approach to audio event detection(2013)
Authors: Jort Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme
Pages: 1 - 4 - Single trial ERP reading based on parallel factor analysis(2013)
Authors: Katrien Vanderperren, Bogdan Mijovic, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, et al.
Pages: 97 - 110 - Video based in-home fall risk assessment(2013)
Authors: Greet Baldewijns, Glen Debard, Marc Mertens, Bert Bonroy, Els Devriendt, Koen Milisen, Jos Tournoy, Tom Croonenborghs, Bart Vanrumste
Pages: 1 - 1 - Semi-automated video-based in-home fall risk assement(2013)
Authors: Greet Baldewijns, Glen Debard, Marc Mertens, Els Devriendt, Koen Milisen, Jos Tournoy, Tom Croonenborghs, Bart Vanrumste
Pages: 59 - 64
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)