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Exploring facial expressions and action unit domains for Parkinson detection

BACKGROUND AND OBJECTIVE: Patients suffering from Parkinson’s disease (PD) present a reduction in facial movements called hypomimia. In this work, we propose to use machine learning facial expression analysis from face images based on action unit domains to improve PD detection. We propose different...

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Detalles Bibliográficos
Autores principales: Gomez, Luis F., Morales, Aythami, Fierrez, Julian, Orozco-Arroyave, Juan Rafael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894465/
https://www.ncbi.nlm.nih.gov/pubmed/36730168
http://dx.doi.org/10.1371/journal.pone.0281248