A Novel Muscle Synergy Extraction Method Used for Motor Function Evaluation of Stroke Patients: A Pilot Study

A Novel Muscle Synergy Extraction Method Used for Motor Function Evaluation of Stroke Patients: A Pilot Study

In this paper, we present a novel muscle synergy extraction method based on multivariate curve resolution–alternating least squares (MCR-ALS) to overcome the limitation of the nonnegative matrix factorization (NMF) method for extracting non-sparse muscle synergy, and we study its potential applicati...

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Bibliographic Details
Main Authors: Yehao Ma, Changcheng Shi, Jialin Xu, Sijia Ye, Huilin Zhou, Guokun Zuo
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
muscle synergy
MCR-ALS
sparseness
electromyography
motor function
stroke
Online Access:https://www.mdpi.com/1424-8220/21/11/3833

Internet

https://www.mdpi.com/1424-8220/21/11/3833

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