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Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks

Abstract Background Freezing of gait (FOG) is a common and debilitating gait impairment in Parkinson’s disease. Further insight into this phenomenon is hampered by the difficulty to objectively assess FOG. To meet this clinical need, this paper proposes an automated motion-capture-based FOG assessme...

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Main Authors: Benjamin Filtjens, Pieter Ginis, Alice Nieuwboer, Peter Slaets, Bart Vanrumste
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2022-05-01
Colecção:Journal of NeuroEngineering and Rehabilitation
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Acesso em linha:https://doi.org/10.1186/s12984-022-01025-3
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