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 | 29 | 2022 |
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 | 27 | 2020 |
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 | 12 | 2021 |
Rheumatic heart disease screening based on phonocardiogram MH Asmare, B Filtjens, F Woldehanna, L Janssens, B Vanrumste Sensors 21 (19), 6558, 2021 | 11 | 2021 |
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 | 10 | 2021 |
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 | 3 | 2024 |
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 | 1 | 2023 |
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 |