Empowering stroke recovery with upper limb rehabilitation monitoring using TinyML based heterogeneous classifiers

Abstract Stroke is one of the leading causes of disability worldwide, with approximately 70% of survivors experiencing motor impairments in the upper limbs, significantly affecting their quality of life. Home-based rehabilitation offers a cost-effective approach to improving motor function, but it f...

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Prif Awduron:	Jiayu Xie, Qun Wu, Nilanjan Dey, Fuqian Shi, R. Simon Sherratt, Yuxiang Kuang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Nature Portfolio 2025-05-01
Cyfres:	Scientific Reports
Pynciau:	TinyML Wearable devices Stroke Home rehabilitation Inertial motion capture
Mynediad Ar-lein:	https://doi.org/10.1038/s41598-025-01710-y
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