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
41 - 50 of 166
- Feature selection for unbiased imputation of missing values : A case study in healthcare(2021)
Authors: Chetanya Puri, Bart Vanrumste, Stijn Luca
Pages: 1911 - 1915 - Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology(2020)
Authors: Stijn Luca, Jean-Marie Aerts, Bart Vanrumste
- From Promoting Dignity to Installing Distrust: Understanding the Role of Continence Care Technology in Nursing Homes(2020)
Authors: Hannelore Strauven, Ine D'Haeseleer, Hans Hallez, Bart Vanrumste, Vero Vanden Abeele
Number of pages: 11 - Rheumatic Heart Disease Detection Using Deep Learning from Spectro-Temporal Representation of Un-segmented Heart Sounds(2020)
Authors: Melkamu Hunegnaw Asmare, Luc Janssens, Bart Vanrumste
Pages: 168 - 171Number of pages: 4 - A data-driven approach for detecting gait events during turning in people with Parkinson's disease and freezing of gait(2020)
Authors: Benjamin Filtjens, Alice Nieuwboer, Nicholas D'cruz, Peter Slaets, Bart Vanrumste
Pages: 130 - 136 - Measuring and localizing individual bites using a sensor augmented plate during unrestricted eating for the aging population.(2020)
Authors: Gert Mertes, Hans Hallez, Bart Vanrumste
Pages: 1509 - 1518 - Data Augmentation and Semi-supervised Learning for Deep Neural Networks-based Text Classifier(2020)
Authors: Hee Reen Shim, Stijn Luca, Bart Vanrumste
Pages: 1119 - 1126 - Automated Rheumatic Heart Disease Detection from Phonocardiogram in Cardiology Ward(2020)
Authors: Melkamu Hunegnaw Asmare, Luc Janssens, Bart Vanrumste
Pages: 839 - 844 - Towards an Ambient Support System for Continence Management in Nursing Homes: An Exploratory Study(2020)
Authors: Hannelore Strauven, Ine D'Haeseleer, Kristof T'Jonck, Hans Hallez, Vero Vanden Abeele, Bart Vanrumste
Pages: 438 - 446 - Designing a Tablet-Based Application for Self-Assessment Questionnaires with Nursing Home Residents(2020)
Authors: Ine D'Haeseleer, Dominique Schreurs, Bart Vanrumste, Vero Vanden Abeele
Pages: 55 - 60Number of pages: 6
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)