Generalizability of motor modules across walking-based and in-place tasks – a distribution-based analysis on total knee replacement patients

Generalizability of motor modules across walking-based and in-place tasks – a distribution-based analysis on total knee replacement patients

Introduction: There are evidences that the nervous system produces motor tasks using a low-dimensional modular organization of muscle activations, known as motor modules. Previous studies have identified characteristic motor modules across similar tasks in healthy population. This study explored the...

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Bibliographic Details
Main Authors: Mahziyar Darvishi, Sajjad Daroudi, Shahabedin Tavasoli, Ali Shafiezadeh, Farzam Farahmand
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
synergy analysis
non-negative matrix factorization
clustering
k-means
shared modules
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2025.1471582/full
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https://www.frontiersin.org/articles/10.3389/fbioe.2025.1471582/full

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