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
1 - 10 of 167
- Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks(2024)
Authors: Benjamin Filtjens, Bart Vanrumste, Peter Slaets
Pages: 202 - 212 - Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1000 - 1011 - Intake Gesture Detection With IMU Sensor in Free-Living Environments: The Effects of Measuring Two-Hand Intake and Down-Sampling(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1 - 4Number of pages: 4 - Evaluation of Different Radar Placements for Food Intake Monitoring Using Deep Learning(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1 - 6Number of pages: 6 - Daily Pain Prediction in Workplace Using Gaussian Processes(2023)
Authors: Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Katrien Verbert, Stijn Luca, Bart Vanrumste
Pages: 239 - 247 - Eating Activity Monitoring in Home Environments Using Smartphone-Based Video Recordings(2023)
Authors: Chunzhuo Wang, Hans Hallez, Bart Vanrumste
Pages: 1 - 5Number of pages: 5 - Characterization of rheumatic heart disease from electrocardiogram recordings(2023)
Authors: Melkamu Hunegnaw Asmare, Amsalu Thomas Chuma, Carolina Varon Perez, Bart Vanrumste
- Data-Efficient Methods for Natural Language Processing: Applications in Healthcare(2023)
Authors: Hee Reen Shim, Bart Vanrumste, Stijn Luca
- Building personalised machine learning models in health informatics with limited datasets(2023)
Authors: Chetanya Puri, Bart Vanrumste, Stijn Luca
- Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data(2023)
Authors: Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
Number of pages: 4
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)