Entropy-Based Surface Electromyogram Feature Extraction for Knee Osteoarthritis Classification

Entropy-Based Surface Electromyogram Feature Extraction for Knee Osteoarthritis Classification

Knee osteoarthritis (KOA) is one of the major causes of lower limb disability. This study aims to develop a computer-based approach to discriminate KOA individuals from controls by using entropy-based features, and therefore to provide an auxiliary, quantitative tool for KOA diagnosis. The surface E...

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Bibliographic Details
Main Authors: Xin Chen, Jun Chen, Jie Liang, Yurong Li, Carol Ann Courtney, Yuan Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Knee osteoarthritis
EMG
classification
entropy
computer-assist diagnosis
Online Access:https://ieeexplore.ieee.org/document/8888169/

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