Benjamin Filtjens

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Convolutional Neural Networks

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Benjamin Filtjens, Bart Vanrumste, Peter Slaets
Skeleton-Based Action Segmentation With Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Benjamin Filtjens, Po-Kai Yang, Maaike Goris, Moran Gilat, Niklas Kempynck, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
Automated freezing of gait assessment with deep learning and data augmentation from simulated inertial measurement unit data. BSN (2023)
Benjamin Filtjens, Bart Vanrumste, Peter Slaets
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks. CoRR (2022)
Melkamu Hunegnaw Asmare, Benjamin Filtjens, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste
Rheumatic Heart Disease Screening Based on Phonocardiogram. Sensors 21 (19) (2021)
Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Muhammad Raheel Afzal, Joke Spildooren, Bart Vanrumste, Peter Slaets
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. 21 (1) (2021)
Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
Automated freezing of gait assessment with marker-based motion capture and deep learning approaches expert-level detection. CoRR (2021)
Benjamin Filtjens, Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benedicte Vanwanseele, Bart Vanrumste, Peter Slaets
Vision-Based Marker-Less Spatiotemporal Gait Analysis by Using a Mobile Platform: Preliminary Validation. ICT4AgeingWell (Selected Papers) (2018)
Robin Amsters, Ali Bin Junaid, Nick Damen, Jeroen Van de Laer, Benjamin Filtjens, Bart Vanrumste, Peter Slaets
Dynamic Gait Monitoring Mobile Platform. ICT4AWE (2018)