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Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder.

Publication ,  Journal Article
Manfredonia, J; Bangerter, A; Manyakov, NV; Ness, S; Lewin, D; Skalkin, A; Boice, M; Goodwin, MS; Dawson, G; Hendren, R; Leventhal, B; Shic, F ...
Published in: J Autism Dev Disord
January 2019

Facial expression is impaired in autism spectrum disorder (ASD), but rarely systematically studied. We focus on the ability of individuals with ASD to produce facial expressions of emotions in response to a verbal prompt. We used the Janssen Autism Knowledge Engine (JAKE®), including automated facial expression analysis software (FACET) to measure facial expressions in individuals with ASD (n = 144) and a typically developing (TD) comparison group (n = 41). Differences in ability to produce facial expressions were observed between ASD and TD groups, demonstrated by activation of facial action units (happy, scared, surprised, disgusted, but not angry or sad). Activation of facial action units correlated with parent-reported social communication skills. This approach has potential for diagnostic and response to intervention measures.Trial Registration NCT02299700.

Duke Scholars

Published In

J Autism Dev Disord

DOI

EISSN

1573-3432

Publication Date

January 2019

Volume

49

Issue

1

Start / End Page

279 / 293

Location

United States

Related Subject Headings

  • Middle Aged
  • Male
  • Humans
  • Female
  • Facial Expression
  • Emotions
  • Developmental & Child Psychology
  • Child
  • Biometric Identification
  • Autism Spectrum Disorder
 

Citation

APA
Chicago
ICMJE
MLA
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Manfredonia, J., Bangerter, A., Manyakov, N. V., Ness, S., Lewin, D., Skalkin, A., … Pandina, G. (2019). Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder. J Autism Dev Disord, 49(1), 279–293. https://doi.org/10.1007/s10803-018-3757-9
Manfredonia, Joseph, Abigail Bangerter, Nikolay V. Manyakov, Seth Ness, David Lewin, Andrew Skalkin, Matthew Boice, et al. “Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder.J Autism Dev Disord 49, no. 1 (January 2019): 279–93. https://doi.org/10.1007/s10803-018-3757-9.
Manfredonia J, Bangerter A, Manyakov NV, Ness S, Lewin D, Skalkin A, et al. Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder. J Autism Dev Disord. 2019 Jan;49(1):279–93.
Manfredonia, Joseph, et al. “Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder.J Autism Dev Disord, vol. 49, no. 1, Jan. 2019, pp. 279–93. Pubmed, doi:10.1007/s10803-018-3757-9.
Manfredonia J, Bangerter A, Manyakov NV, Ness S, Lewin D, Skalkin A, Boice M, Goodwin MS, Dawson G, Hendren R, Leventhal B, Shic F, Pandina G. Automatic Recognition of Posed Facial Expression of Emotion in Individuals with Autism Spectrum Disorder. J Autism Dev Disord. 2019 Jan;49(1):279–293.
Journal cover image

Published In

J Autism Dev Disord

DOI

EISSN

1573-3432

Publication Date

January 2019

Volume

49

Issue

1

Start / End Page

279 / 293

Location

United States

Related Subject Headings

  • Middle Aged
  • Male
  • Humans
  • Female
  • Facial Expression
  • Emotions
  • Developmental & Child Psychology
  • Child
  • Biometric Identification
  • Autism Spectrum Disorder