Design of upper limb muscle strength assessment system based on surface electromyography signals and joint motion

Design of upper limb muscle strength assessment system based on surface electromyography signals and joint motion

PurposeThis study aims to develop a assessment system for evaluating shoulder joint muscle strength in patients with varying degrees of upper limb injuries post-stroke, using surface electromyographic (sEMG) signals and joint motion data.MethodsThe assessment system includes modules for acquiring mu...

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Bibliographic Details
Main Authors: Siqi Wang, Wei Lai, Yipeng Zhang, Junyu Yao, Xingyue Gou, Hui Ye, Jun Yi, Dong Cao
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Neurology
Subjects:
upper limb movement disorders
surface electromyographic signals
feature extraction
regression prediction
feature importance
muscle strength assessment
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2024.1470759/full
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https://www.frontiersin.org/articles/10.3389/fneur.2024.1470759/full

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