A zero-shot LLM pipeline that converts audio-visual behavior into textual scripts and emotion descriptions detects ASD in two-year-olds with 95.24% F1, but the estimate is weakened by threshold tuning on the evaluation data.
Autism diagnostic interview- revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders,
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Detecting Children with Autism Spectrum Disorder based on Script-Centric Behavior Understanding with Emotional Enhancement
A zero-shot LLM pipeline that converts audio-visual behavior into textual scripts and emotion descriptions detects ASD in two-year-olds with 95.24% F1, but the estimate is weakened by threshold tuning on the evaluation data.