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Peter Washington

2 papers indexed

arxivcs.AIcs.CVcs.LG2026-07-08

Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

Raunak Mondal, Peter Washington

Autism spectrum disorder (ASD) affects over 75 million individuals worldwide, yet scalable computational methods for remote behavioral screening remain limited. This study addresses two complementary challenges in automated detection of autism-related self-stimulatory behaviors f…

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arxivcs.CV2026-06-25

Fine-tuning a multimodal large language model for clinician-grade autism behavioral scoring from short home videos

Mohammadmahdi Honarmand, Parnian Azizian, Aaron Kline, Kae Nurge, Zerin Nasrin Tumpa, Saimourya Surabhi, et al.

Autism spectrum disorder (ASD) affects 1 in 31 US children, yet median age at diagnosis exceeds four years. Artificial intelligence pipelines that provide quantified diagnosis using easy to access observational data (e.g., home videos) could help with earlier diagnosis, and timel…

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