Computer-analyzed facial expression as a surrogate marker for autism spectrum social core symptoms
Keiho Owada,
Masaki Kojima,
Walid Yassin,
Miho Kuroda,
Yuki Kawakubo,
Hitoshi Kuwabara,
Yukiko Kano and
Hidenori Yamasue
PLOS ONE, 2018, vol. 13, issue 1, 1-16
Abstract:
To develop novel interventions for autism spectrum disorder (ASD) core symptoms, valid, reliable, and sensitive longitudinal outcome measures are required for detecting symptom change over time. Here, we tested whether a computerized analysis of quantitative facial expression measures could act as a marker for core ASD social symptoms. Facial expression intensity values during a semi-structured socially interactive situation extracted from the Autism Diagnostic Observation Schedule (ADOS) were quantified by dedicated software in 18 high-functioning adult males with ASD. Controls were 17 age-, gender-, parental socioeconomic background-, and intellectual level-matched typically developing (TD) individuals. Statistical analyses determined whether values representing the strength and variability of each facial expression element differed significantly between the ASD and TD groups and whether they correlated with ADOS reciprocal social interaction scores. Compared with the TD controls, facial expressions in the ASD group appeared more “Neutral” (d = 1.02, P = 0.005, PFDR 0.05) with lower variability in Happy expression (d = 1.10, P = 0.003, PFDR
Date: 2018
References: View complete reference list from CitEc
Citations: View citations in EconPapers (1)
Downloads: (external link)
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0190442 (text/html)
https://journals.plos.org/plosone/article/file?id= ... 90442&type=printable (application/pdf)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:plo:pone00:0190442
DOI: 10.1371/journal.pone.0190442
Access Statistics for this article
More articles in PLOS ONE from Public Library of Science
Bibliographic data for series maintained by plosone ().