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.
Austism diagnostic observation schedule: A standardized observation of communicative and social behavior,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.