Identification of smile events using automated facial expression recognition during the Autism Diagnostic Observation Schedule (Ados-2)

A proof-of-principle study

Dados Bibliográficos

ID15526238
AutoresMaria Dotzer (University Hospital Leipzig), Ulrike Kachel (0000-0002-3062-4901, University Hospital Leipzig), Jan Huhsmann (Klinikum Oldenburg), Hendrik Huscher (Klinikum Oldenburg), Nils Raveling (Klinikum Oldenburg), Klaus Kugelmann (Klinikum Leverkusen), Seymour G Blank (Fraunhofer Institute for Digital Media Technology), Isabel Neitzel (0000-0001-6341-8584, TU Dortmund University), Michael Buschermöhle (Klinikum Oldenburg), Georg G von Polier (0000-0002-2739-8528, University Hospital Leipzig), Daniel Radeloff (0000-0002-8430-8306, University Hospital Leipzig, autor correspondente)
Ano2025
Volume16
Páginas1497583-1497583
Data de publicação2025-05-01
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoFrontiers in Psychiatry (JOURNAL)
Identificadores do periódicoISSN: 1664-0640 • E-ISSN: 1664-0640
EditoraFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2025.1497583
PMID40375883
OpenAlexW4410008634
IdiomaEN
Citações recebidas1

This study demonstrates that smile events can in principle be identified using FER in a clinical utilisation population of children with suspected autism. Further studies are required to generalise the results

Autism · Biology · Cognitive psychology · Developmental psychology · Expression (computer science · Facial expression · Facial expression recognition · Facial recognition system · Identification (biology · Pattern recognition (psychology · Proof of concept · Schedule · Speech recognition · Autism Spectrum Disorder Research · Communication · Computer Science · Infant Health and Development · Psychology · Social Robot Interaction and HRI · Artificial Intelligence