An Unsupervised Neural Network Feature Selection and 1D Convolution Neural Network Classification for Screening of Parkinsonism

An Unsupervised Neural Network Feature Selection and 1D Convolution Neural Network Classification for Screening of Parkinsonism

Parkinson’s disease (PD) is the second most common neurodegenerative disorder after Alzheimer’s disease. It has a slow progressing neurodegenerative disorder rate. PD patients have multiple motor and non-motor symptoms, including vocal impairment, which is one of the main symptoms. The identificatio...

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Bibliographic Details
Main Author: Tariq Saeed Mian
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Diagnostics
Subjects:
Parkinson’s disease
ML
linear discriminate analysis
dimensionality reduction
principal component analysis
neural network
Online Access:https://www.mdpi.com/2075-4418/12/8/1796

Internet

https://www.mdpi.com/2075-4418/12/8/1796

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