Facial expressions can detect Parkinson’s disease: preliminary evidence from videos collected online

Abstract A prevalent symptom of Parkinson’s disease (PD) is hypomimia — reduced facial expressions. In this paper, we present a method for diagnosing PD that utilizes the study of micro-expressions. We analyzed the facial action units (AU) from 1812 videos of 604 individuals (61 with PD and 543 with...

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Bibliographic Details
Main Authors: Mohammad Rafayet Ali, Taylor Myers, Ellen Wagner, Harshil Ratnu, E. Ray Dorsey, Ehsan Hoque
Format: article
Language:EN
Published: Nature Portfolio 2021
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Online Access:https://doaj.org/article/614daa2b2e2d48b09ec72bffcfe173ac
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