A computer-aided-diagnosis system for neuromuscular diseases using Mel frequency Cepstral coefficients

A computer-aided-diagnosis system for neuromuscular diseases using Mel frequency Cepstral coefficients

Amyotrophic Lateral Sclerosis (ALS) and Myopathy are the most well-known neuromuscular diseases. Electromyography (EMG) signal is hugely used in the diagnosis of these neuromuscular disorders. The study presented in this paper aims to develop a Computer-Aider-Diagnosis (CAD) system to identify ALS a...

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Bibliographic Details
Main Authors: Abdelali Belkhou, Atman Jbari, Othmane El Badlaoui
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Scientific African
Subjects:
Electromyography (EMG)
Mel frequency cepstral coefficient (MFCC)
Feature selection
Support vector machine (SVM)
K-nearest neighbor (k-NN)
Online Access:http://www.sciencedirect.com/science/article/pii/S2468227621002088

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http://www.sciencedirect.com/science/article/pii/S2468227621002088

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