The Application of the Machine Learning Method in Electromyographic Data

The Application of the Machine Learning Method in Electromyographic Data

This paper studies the application of machine learning in the analysis and diagnosis of electromyography data. Firstly, 2,352 electromyography examination reports have been recorded from Sichuan Provincial Hospital of Traditional Chinese Medicine for ten months. The data cleaning has been conducted...

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Bibliographic Details
Main Authors: Tao Liu, Zechen Li, Yuqi Tang, Dongdong Yang, Shuoguo Jin, Junwen Guan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Machine learning
electromyography
feature extraction
random forest
support vector machine
Online Access:https://ieeexplore.ieee.org/document/8950393/

Internet

https://ieeexplore.ieee.org/document/8950393/

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