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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: | , , , , |
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Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
BMC
2022-05-01
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Colecção: | Journal of NeuroEngineering and Rehabilitation |
Assuntos: | |
Acesso em linha: | https://doi.org/10.1186/s12984-022-01025-3 |
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