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Benjamin Filtjens
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Skeleton-based action segmentation with multi-stage spatial-temporal graph convolutional neural networks
B Filtjens, B Vanrumste, P Slaets
IEEE Transactions on Emerging Topics in Computing, 2022
292022
A data-driven approach for detecting gait events during turning in people with Parkinson's disease and freezing of gait
B Filtjens, A Nieuwboer, N D’cruz, J Spildooren, P Slaets, B Vanrumste
Gait & Posture 80, 130-136, 2020
272020
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks
B Filtjens, P Ginis, A Nieuwboer, P Slaets, B Vanrumste
Journal of NeuroEngineering and Rehabilitation 19 (1), 48, 2022
19*2022
Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation
B Filtjens, P Ginis, A Nieuwboer, MR Afzal, J Spildooren, B Vanrumste, ...
BMC medical informatics and decision making 21, 1-11, 2021
122021
Rheumatic heart disease screening based on phonocardiogram
MH Asmare, B Filtjens, F Woldehanna, L Janssens, B Vanrumste
Sensors 21 (19), 6558, 2021
112021
Meropenem Stability in Human Plasma at− 20° C: Detailed Assessment of Degradation
M Gijsen, B Filtjens, P Annaert, Y Armoudjian, Y Debaveye, J Wauters, ...
Antibiotics 10 (4), 449, 2021
102021
Freezing of gait assessment with inertial measurement units and deep learning: effect of tasks, medication states, and stops
PK Yang, B Filtjens, P Ginis, M Goris, A Nieuwboer, M Gilat, P Slaets, ...
Journal of NeuroEngineering and Rehabilitation 21 (1), 24, 2024
32024
Automated freezing of gait assessment in Parkinson's disease using inertial measurement units and deep learning
PK Yang, B Filtjens, P Ginis, M Goris, M Gilat, A Nieuwboer, P Slaets, ...
The International Society of Posture and Gait Research (ISPGR) Congress 2023 …, 2023
12023
Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data
B Filtjens, PK Yang, M Goris, M Gilat, N Kempynck, P Ginis, A Nieuwboer, ...
2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 1-4, 2023
2023
Automatic Detection and Assessment of Freezing of Gait Manifestations
PK Yang, B Filtjens, P Ginis, M Goris, A Nieuwboer, M Gilat, P Slaets, ...
medRxiv, 2023.07. 10.23292437, 2023
2023
Automatic freezing of gait annotation with deep learning and simulated inertial measurement unit data
B Filtjens, P Ginis, PK Yang, N Ghosh, A Nieuwboer, B Vanrumste, ...
ISPGR World Congress 2022, Date: 2022/07/04-2022/07/07, Location: Montreal …, 2022
2022
Automatic gait assessment of people with Parkinson's disease and freezing of gait with motion capture and deep learning
B Filtjens, P Ginis, PK Yang, N Ghosh, A Nieuwboer, P Slaets, ...
ISPGR World Congress 2022, Date: 2022/07/04-2022/07/07, Location: Montreal …, 2022
2022
Protocol for the FOG-IT study: the validity of wearable technology for assessing freezing of gait in Parkinson’s Disease
B Filtjens, P Ginis, P Slaets, B Vanrumste, A Nieuwboer
ISPGR World Congress 2022, Location: Montreal, Canada, 2022
2022
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 gait
B Filtjens
KU Leuven, 2022
2022
FOG-IT–Towards Personalized Freezing of Gait detection using Artificial Intelligence
B Filtjens, N Ghosh, P Slaets, B Vanrumste, A Nieuwboer, P Ginis
Movement Disorders 36 (suppl 1), S558-S559, 2021
2021
Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation
B Filtjens, R Amsters, A Bin Junaid, N Damen, J Van De Laer, ...
Information and Communication Technologies for Ageing Well and e-Health: 4th …, 2019
2019
Dynamic Gait Monitoring Mobile Platform
R Amsters, A Bin Junaid, N Damen, J Van De Laer, B Filtjens, ...
International Conference on Information and Communication Technologies for …, 2018
2018
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