Non-invasive detection of Parkinson's disease based on speech analysis and interpretable machine learning.

Objective: Parkinson's disease (PD) is a progressive neurodegenerative disorder that significantly impacts motor function and speech patterns. Early detection of PD through non-invasive methods, such as speech analysis, can improve treatment outcomes and quality of life for patients. This study aims...

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Detalles Bibliográficos
Publicado en:Frontiers in Aging Neuroscience pp. 1 - 12
Autores principales: Xu, Huanqing, Xie, Wei, Pang, Mingzhen, Li, Ya, Jin, Luhua, Huang, Fangliang, Shao, Xian
Formato: research tables/charts Journal Article
Publicado: Frontiers Media S.A. 2025
Acceso en línea:Ver este registro en EBSCOhost