Classification and Clustering of Parkinson's and Healthy Control Gait Dynamics Using LDA and K-means

Classification and Clustering of Parkinson's and Healthy Control Gait Dynamics Using LDA and K-means

Problem arises when distinct morphologic changes are not seen in the electromyographic waveform of normal (control) and Parkinson's subjects during data interpretation. This study aimed to ascertain whether neuro-degenerative disease, e.g., Parkinson's disease (PD) affects gait and mobilit...

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Bibliographic Details
Main Author: Akash Kumar Bhoi
Format: Article
Language:English
Published: Bulgarian Academy of Sciences 2017-03-01
Series:International Journal Bioautomation
Subjects:
Parkinson's disease
Healthy control
Gait dynamics
Power in frequency domain
Linear discriminant analysis
K-means clustering
Online Access:http://www.biomed.bas.bg/bioautomation/2017/vol_21.1/files/21.1_02.pdf

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http://www.biomed.bas.bg/bioautomation/2017/vol_21.1/files/21.1_02.pdf

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