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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 → 30 Sep 2024 - 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 49
- Multimodal Machine Learning in HealthcareFrom3 Oct 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Flexible Activity Tracking to Support Physical ActivityFrom1 Oct 2024 → TodayFunding: IOF - technology validation in lab
- Development of AI based remote monitoring technology using wearable technology to optimize, personalize and improve patients’ careFrom25 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Using wearable sensors and deep learning for impact activity assessment during sportsFrom25 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- AID-FOG: Artificial Intelligence-Driven Freezing Of Gait detection in the home.From1 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Optimising rewarming during surgical anastomosis to minimize lung damage in donor lungs through temperature modulationFrom27 Aug 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- RevalExo: a wearable lower-limb exoskeleton that assists activities of daily living and enables data-driven remote rehabilitationFrom29 May 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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@WZC: Residential Care Centers support and motivate residents to exercise using Artificial Intelligence (2023-00007).From1 Oct 2023 → 30 Sep 2025Funding: Provinces
- AI-Driven Wearable Robotics for HealthcareFrom1 Oct 2023 → 30 Sep 2024Funding: Activity supporting strategical priorities of the federal government
Publications
1 - 10 of 181
- Machine learning for classification of advanced rheumatic heart disease using electrocardiogram in cardiology ward(2025)Published in: BMC Cardiovascular DisordersISSN: 1471-2261
- Automated Detection and Assessment of Freezing of Gait in Parkinson's Disease using Wearable Sensors and Machine Learning(2025)
- Home-Based sensing of the nervous system with clinical neurophysiology technologies: IFCN handbook chapter(2025)Published in: Clinical Neurophysiology PracticeISSN: 2467-981XVolume: 10Pages: 453 - 463
- A Seq-to-Seq Temporal Convolutional Network for Volleyball Jump Monitoring Using a Waist-Mounted IMU(2025)Published in: IEEE AccessISSN: 2169-3536Volume: 13Pages: 42986 - 42996
- A Masked Multi-Task Learning Approach for Otago Micro Labels Recognition(2025)Published in: IEEE Transactions on Neural Systems and Rehabilitation EngineeringISSN: 1534-4320Volume: 33Pages: 4196 - 4205
- Multimodal Freezing of Gait Detection: Analyzing the Benefits and Limitations of Physiological Data(2025)Published in: IEEE Transactions on Neural Systems and Rehabilitation EngineeringISSN: 1534-4320Volume: 33Pages: 956 - 965
- Detection of Eating Gestures in Older Persons Using IMU Sensors with Multi-Stage Temporal Convolutional Network(2024)Published in: IEEE Sensors JournalISSN: 1530-437XIssue: 21Volume: 24Pages: 35231 - 35244
- Automated Food Intake Activity Detection: Towards Free-Living Applications(2024)
- Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments(2024)Published in: IEEE Journal of Biomedical and Health InformaticsISSN: 2168-2194Issue: 10Volume: 28Pages: 5816 - 5828
- Human-centred research and development of an ambient monitoring system to support continence care in nursing homes(2024)
Linked dataset
1 - 6 of 6
- Replication Data for: Robust Multimodal Learning Framework For Intake Gesture Detection Using Contactless Radar and Wearable IMU Sensors
- Replication Data for: IMU-based Pelvic Rotation Detection: A Novel Dataset, Benchmark Classifiers, and Sensor Placement Optimization
- A Fault Recognition Dataset for Eccentricity Faults in a Rotor-Eccentric Induction Motor
- Replication Data for: Eating Speed Measurement Using Wrist-Worn IMU Sensors Towards Free-Living Environments
- Replication Data for: Eat-Radar: Continuous Fine-Grained Eating Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention
- Replication Data for: Drinking Gesture Detection Using Wrist-Worn IMU Sensors with Multi-Stage Temporal Convolutional Network in Free-Living Environments