Benjamin Filtjens

13 papers C 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
HERMES: A Unified Open-Source Framework for Realtime Multimodal Physiological Sensing, Edge AI, and Intervention in Closed-Loop Smart Healthcare Applications.
CoRR
Maxim Yudayev, Juha Carlon, Diwas Lamsal, Vayalet Stefanova, Benjamin Filtjens
2025 J jnl
CARE-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson's Disease Gait Assessment.
CoRR
Vida Adeli, Ivan Klabucar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Hyewon Seo, Trung-Hieu Hoang, Minh N. Do, Candice Müller, Claudia Oliveira, Daniel Boari Coelho, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, HyeokHyen Kwon, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia C. Shum, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati
2025 J jnl
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain.
CoRR
Vida Adeli, Soroush Mehraban, Majid Mirmehdi, Alan L. Whone, Benjamin Filtjens, Amirhossein Dadashzadeh, Alfonso Fasano, Andrea Iaboni, Babak Taati
2024 J jnl
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation.
CoRR
Bowen Chen, Haoyu Ji, Zhiyong Wang, Benjamin Filtjens, Chunzhuo Wang, Weihong Ren, Bart Vanrumste, Honghai Liu
2024 — conf
RT-ST-GCN: Enabling Realtime Continual Inference at the Edge.
MLSP
Maxim Yudayev, Benjamin Filtjens, Josep Balasch
2024 J jnl
Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks.
IEEE Trans. Emerg. Top. Comput.
Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2023 C conf
Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data.
BSN
Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
2022 J jnl
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks.
CoRR
Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2021 J jnl
Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection.
CoRR
Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
2021 J jnl
Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation.
BMC Medical Informatics Decis. Mak.
Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets
2021 J jnl
Rheumatic Heart Disease Screening Based on Phonocardiogram.
Sensors
Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
2018 C conf
Dynamic Gait Monitoring Mobile Platform.
ICT4AWE
Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benjamin Filtjens, Bart Vanrumste, Peter Slaets
2018 — conf
Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation.
ICT4AgeingWell (Selected Papers)
Benjamin Filtjens, Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benedicte Vanwanseele, Bart Vanrumste, Peter Slaets