Video-Based Autism Detection with Deep Learning

arXiv:2402.16774v2 Announce Type: replace
Abstract: Individuals with Autism Spectrum Disorder (ASD) often experience challenges in health, communication, and sensory processing; therefore, early diagnosis is necessary for proper treatment and care. In this work, we consider the problem of detecting or classifying ASD children to aid medical professionals in early diagnosis. We develop a deep learning model that analyzes video clips of children reacting to sensory stimuli, with the intent of capturing key differences in reactions and behavior between ASD and …

abstract arxiv autism challenges children communication cs.cv deep learning detection diagnosis experience health medical processing professionals sensory spectrum treatment type video work