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Researcher
Bart Vanrumste
- Disciplines:Algebra, Applied mathematics in specific fields, Computer architecture and networks, Distributed computing, Information sciences, Information systems, Programming languages, Scientific computing, Theoretical computer science, Visual computing, Other information and computing sciences, Communications, Communications technology, Modelling, Multimedia processing
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 → 28 Feb 2014 - 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), Diepenbeek Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014 - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 28 Feb 2014
Projects
1 - 10 of 29
- Analysis and Detection of Rheumatic Heart Disease Using Low-cost Single-lead ElectrocardiogramFrom7 Mar 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- 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 → TodayFunding: IOF - technology validation in lab
- pREservIng fuNdamental rIghTs In the use of digitAl technoLogIes for e-health ServicEsFrom1 Jan 2021 → TodayFunding: H2020 - Spreading excellence and widening participation
- FOODIE: A Food Intake Monitoring Tool for Analysis of Eating BehaviourFrom1 Oct 2020 → TodayFunding: IOF - technology validation in lab
- 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
- COMPREHENSIVE AUTOMATED MONITORING OF DIETARY INTAKE USING AN INTELLIGENT SYSTEMFrom16 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Physical activity assessment using wearable sensors and machine learningFrom16 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Data-Efficient Algorithms and Deep Neural Networks for Natural Language Processing: Applications in the Health-Related DomainFrom23 Sep 2018 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 140
- Daily Living Activities Recognition and Segmentation in Older Adults with Sensor Technology and Machine Learning Algorithms(2022)
Authors: Yiyuan Zhang, Bart Vanrumste, Sabine Verschueren
- Rheumatic Heart Disease Detection(2022)
Authors: Melkamu Hunegnaw Asmare, Bart Vanrumste, Luc Janssens
- Audio classification with resource-constrained wireless sensor networks(2022)
Authors: Gert Dekkers, Peter Karsmakers, Toon van Waterschoot, Bart Vanrumste
- Can Heart Sound Denoising Be Beneficial in Phonocardiogram Classification Tasks?(2021)
Authors: Melkamu Hunegnaw Asmare, Luc Janssens, Bart Vanrumste
Pages: 354 - 358 - Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation(2021)
Authors: Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Bart Vanrumste, Peter Slaets
Number of pages: 11 - Vital Signs Prediction for COVID-19 Patients in ICU(2021)
Authors: Jean-Marie Aerts, Bart Vanrumste
Number of pages: 15 - Detecting hand washing activity among activities of daily living and classification of WHO hand washing techniques using wearable devices and machine learning algorithms(2021)
Authors: Yiyuan Zhang, Bart Vanrumste
Pages: 1 - 11 - Designing Self-Management Health Systems to Support Ageing in Place(2021)
Authors: Ine D'Haeseleer, Veronika Vanden Abeele, Bart Vanrumste, Dominique Schreurs
- Rheumatic Heart Disease Screening Based on Phonocardiogram(2021)
Authors: Melkamu Hunegnaw Asmare, Benjamin Filtjens, Luc Janssens, Bart Vanrumste
Number of pages: 17 - Motion Sensor-Based Detection of Outlier Days Supporting Continuous Health Assessment for Single Older Adults(2021)
Authors: Marc Mertens, Jesse Davis, Koen Milisen, Jos Tournoy, Bart Vanrumste
Number of pages: 21