Detecting Developmental Delay and Autism Through Machine Learning Models Using Home Videos of Bangladeshi Children: Development and Validation Study

Qandeel Tariq   ^{1, 2 *} , MA ;   Scott Lanyon Fleming   ^{2 *} , BS ;   Jessey Nicole Schwartz   ^{1, 2} , BA ;   Kaitlyn Dunlap   ^{1, 2} , BSc, MRES ;   Conor Corbin   ² , BS ;   Peter Washington   ² , MS ;   Haik Kalantarian   ^{1, 2} , PhD ;   Naila Z Khan   ³ , PhD, MBBS, FCPS ;   Gary L Darmstadt   ^{1, 4} , PhD ;   Dennis Paul Wall   ^{1, 2} , PhD

¹ Department of Pediatrics, Division of Systems Medicine, Stanford University, Palo Alto, CA, United States

² Department of Biomedical Data Science, Stanford University, Stanford, CA, United States

³ Dhaka Shishu Children's Hospital, Dhaka, Bangladesh

⁴ Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University, Palo Alto, CA, United States

*these authors contributed equally