Early detection of Parkinson’s disease from multiple signal speech: Based on Mandarin language dataset

Early detection of Parkinson’s disease from multiple signal speech: Based on Mandarin language dataset

Parkinson’s disease (PD) is a neurodegenerative disorder that negatively affects millions of people. Early detection is of vital importance. As recent researches showed dysarthria level provides good indicators to the computer-assisted diagnosis and remote monitoring of patients at the early stages....

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Bibliographic Details
Main Authors: Qiyue Wang, Yan Fu, Baiyu Shao, Le Chang, Kang Ren, Zhonglue Chen, Yun Ling
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Aging Neuroscience
Subjects:
Parkinson’s disease
early detection
dysarthria
dysphonia features
machine learning
fully automatic detection model
Online Access:https://www.frontiersin.org/articles/10.3389/fnagi.2022.1036588/full

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