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Personalized Stroke Rehabilitation via Stratified Interpretable Modeling With Wearable IMUs

Accurate assessment of post-stroke upper-limb impairment using the Fugl–Meyer Assessment of the Upper Extremity (FMA-UE) is vital for rehabilitation, but clinical administration is burdensome and infrequent. Recent studies have attempted to automate FMA-UE scoring with wearable sensors, yet m...

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Principais autores: Zhangli Lu, Huiying Zhou, Gaoyang Pang, Shuyao Zhou, Weijing Sui, Honghao Lyu, Geng Yang
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2025-01-01
coleção:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Assuntos:
Stroke
Fugl–Meyer assessment
wearable sensors
patient stratification
generalized additive models
Acesso em linha:https://ieeexplore.ieee.org/document/11217249/
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