Automatic Electrodiagnosis of Carpal Tunnel Syndrome Using Machine Learning

Automatic Electrodiagnosis of Carpal Tunnel Syndrome Using Machine Learning

Recent literature has revealed a long discussion about the importance and necessity of nerve conduction studies in carpal tunnel syndrome management. The purpose of this study was to investigate the possibility of automatic detection, based on electrodiagnostic features, for the median nerve mononeu...

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Bibliographic Details
Main Authors: Konstantinos I. Tsamis, Prokopis Kontogiannis, Ioannis Gourgiotis, Stefanos Ntabos, Ioannis Sarmas, George Manis
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Bioengineering
Subjects:
carpal tunnel syndrome
CTS
feature extraction
machine learning
median nerve mononeuropathy
nerve conduction studies
Online Access:https://www.mdpi.com/2306-5354/8/11/181

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