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
21 - 30 of 41
- Data-Efficient Methods for Natural Language Processing: Applications in HealthcareFrom23 Sep 2018 → 27 Jan 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Building personalised machine learning models in health informatics with limited datasetsFrom22 Jun 2018 → 13 Jan 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Deep learning for automated movement analysis using motion capture: Case studies on detecting and assessing gait impairments in people with Parkinson's disease and freezing of gaitFrom1 Oct 2017 → 9 Sep 2022Funding: BOF - doctoral mandates, BOF - Doctoral projects
- Rheumatic Heart Disease DetectionFrom21 Sep 2017 → 28 Feb 2022Funding: Own budget, for example: patrimony, inscription fees, gifts
- Daily Living Activities Recognition and Segmentation in Older Adults with Sensor Technology and Machine Learning AlgorithmsFrom18 Sep 2017 → 11 May 2022Funding: BOF - Doctoral projects, BOF - doctoral mandates
- HEalth related Activity Recognition system based on IoT – an interdisciplinary training program for young researchersFrom1 Sep 2017 → 31 Aug 2021Funding: H2020-EU.1.3.- EXCELLEN SCIENCE - Marie Skłodowska-Curie actions
- Machine Learning for Human Health: From Activity and Vital-Sign Monitoring to Mortality PredictionFrom15 Mar 2017 → 12 May 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Research and development of a low-cost, portable visual field testing platform using a smartphone and virtual reality headset for the early detection of glaucomaFrom3 Feb 2017 → 4 Oct 2022Funding: BOF - doctoral mandates, BOF - Doctoral projects
- Wearable Integrated Technology for Health Monitoring of Hospitalized Patients (WEARIT4HEALTH).From1 Nov 2016 → 31 Oct 2019Funding: Activities of International Cooperation, Own budget, for example: patrimony, inscription fees, gifts
- Self-management of mental health and wellbeing for older adultsFrom1 Jan 2016 → 31 Dec 2018Funding: H2020 - European Institute of Innovation and Technology, Other EU initiatives out of framework
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