Voice in Parkinson's Disease: A Machine Learning Study

Voice in Parkinson's Disease: A Machine Learning Study

IntroductionParkinson's disease (PD) is characterized by specific voice disorders collectively termed hypokinetic dysarthria. We here investigated voice changes by using machine learning algorithms, in a large cohort of patients with PD in different stages of the disease, OFF and ON therapy.Met...

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Bibliographic Details
Main Authors: Antonio Suppa, Giovanni Costantini, Francesco Asci, Pietro Di Leo, Mohammad Sami Al-Wardat, Giulia Di Lazzaro, Simona Scalise, Antonio Pisani, Giovanni Saggio
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Neurology
Subjects:
Parkinson's disease
hypokinetic dysarthria
voice analysis
machine learning
L-Dopa
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2022.831428/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2022.831428/full

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