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An integrated biometric voice and facial features for early detection of Parkinson’s disease

Hypomimia and voice changes are soft signs preceding classical motor disability in patients with Parkinson’s disease (PD). We aim to investigate whether an analysis of acoustic and facial expressions with machine-learning algorithms assist early identification of patients with PD. We recruited 371 p...

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Detalles Bibliográficos
Autores principales:	Lim, Wee Shin, Chiu, Shu-I, Wu, Meng-Ciao, Tsai, Shu-Fen, Wang, Pu-He, Lin, Kun-Pei, Chen, Yung-Ming, Peng, Pei-Ling, Chen, Yung-Yaw, Jang, Jyh-Shing Roger, Lin, Chin-Hsien
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9617232/ https://www.ncbi.nlm.nih.gov/pubmed/36309501 http://dx.doi.org/10.1038/s41531-022-00414-8

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