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
11 - 20 of 41
- PREDISTINE - A Privacy-Preserving and Resilient Framework for Distributed Modular Neural Networks on the Tiny EdgeFrom31 Aug 2022 → TodayFunding: FWO Strategic Basic Research Grant
- Analysis and Detection of Latent Rheumatic Heart Disease from Low-cost Single-lead Wearable Electrocardiogram Sensors using Machine LearningFrom7 Mar 2022 → TodayFunding: BOF - doctoral mandates
- Machine Learning for IOT Sensors and Wearables in Healthcare ApplicationsFrom1 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Aging in Place in Aruba in Comfort and Security with Internet of Things (IoT) ServicesFrom20 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- An Integrated software platform for Tagging Freezing of Gait in Parkinson Disease (FOG-IT)From1 Jan 2021 → 31 Dec 2023Funding: IOF - technology validation in lab
- pREservIng fuNdamental rIghTs In the use of digitAl technoLogIes for e-health ServicEsFrom1 Jan 2021 → 31 Dec 2023Funding: H2020-EU.4. - Spreading excellence and widening participation
- Wearable real-time monitoring system for COVID positive hospitalized patients in the Euregio Meuse-RhineFrom1 Oct 2020 → 30 Sep 2021Funding: Other EU initiatives out of framework
- FOODIE: A Food Intake Monitoring Tool for Analysis of Eating BehaviourFrom1 Oct 2020 → 30 Sep 2022Funding: IOF - technology validation in lab
- Physical activity assessment using wearable sensors and machine learningFrom16 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- COMPREHENSIVE AUTOMATED MONITORING OF DIETARY INTAKE USING AN INTELLIGENT SYSTEMFrom16 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
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