Identification of smile events using automated facial expression recognition during the Autism Diagnostic Observation Schedule (ADOS-2): a proof-of-principle study

Identification of smile events using automated facial expression recognition during the Autism Diagnostic Observation Schedule (ADOS-2): a proof-of-principle study

IntroductionThe diagnosis of autism spectrum disorder (ASD) is resource-intensive and associated with long waiting times. Digital screenings using facial expression recognition (FER) are a promising approach to accelerate the diagnostic process while increasing its sensitivity and specificity. The a...

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Bibliographic Details
Main Authors: Maria Dotzer, Ulrike Kachel, Jan Huhsmann, Hendrik Huscher, Nils Raveling, Klaus Kugelmann, Stefanie Blank, Isabel Neitzel, Michael Buschermöhle, Georg G. von Polier, Daniel Radeloff
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Psychiatry
Subjects:
facial expression recognition
ADOS
autism diagnosis
digital diagnosis
ROC
smile recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1497583/full
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