Vocal Feature Extraction-Based Artificial Intelligent Model for Parkinson’s Disease Detection

Vocal Feature Extraction-Based Artificial Intelligent Model for Parkinson’s Disease Detection

As a neurodegenerative disorder, Parkinson’s disease (PD) affects the nerve cells of the human brain. Early detection and treatment can help to relieve the symptoms of PD. Recent PD studies have extracted the features from vocal disorders as a harbinger for PD detection, as patients face vocal chang...

Full description

Bibliographic Details
Main Authors: Muntasir Hoq, Mohammed Nazim Uddin, Seung-Bo Park
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Diagnostics
Subjects:
medical analytics
Parkinson’s disease detection
principal component analysis
sparse autoencoder
support vector machine
Online Access:https://www.mdpi.com/2075-4418/11/6/1076

Internet

https://www.mdpi.com/2075-4418/11/6/1076

Similar Items