Social cognition refers to the mental processes involved in social interactions, including social perception, motivation, communication, emotion recognition, and theory of mind. Face perception plays a key role in children's social development, but children with Autism Spectrum Disorder (ASD) tend to look less at social stimuli, especially faces, than typically developing (TD) peers. Eye-tracking studies highlight these visual exploration differences, linked to difficulties in joint attention, emotion recognition, and theory of mind, as well as in executive and memory functions. Standard diagnostic tests often require active participation and sufficient language, which makes assessment challenging for children with ASD and additional cognitive or language impairments. This research project investigates how visual activity supports social cognition depending on cognitive and language levels, hypothesizing that eye-tracking can provide useful indicators for ASD screening and diagnosis.
Study Type
INTERVENTIONAL
Allocation
NON_RANDOMIZED
Purpose
OTHER
Masking
NONE
Enrollment
128
eye-tracking
cognitive assessments
Amiens hospital
Amiens, France
differences in visual exploration patterns between both groups
Differences in visual exploration patterns between both groups Visual exploration patterns are determined with TOM Test Battery, PPVT-5, Raven's 2 and FEE tests
Time frame: 2 years
Classification performance of machine learning algorithms in distinguishing ASD from TD
Classification performance of machine learning algorithms in distinguishing ASD from TD
Time frame: 2 years
Correlations between eye-tracking measures and cognitive scores
Eye-tracking patterns are determined with TOM Test Battery, PPVT-5, Raven's 2 and FEE tests
Time frame: 2 years
Developmental trajectory analysis in TD children
Time frame: 2 years
Identification of cognitive subgroups within ASD group
Time frame: 2 years
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