Classifying Autism From Crowdsourced Semistructured Speech Recordings: Machine Learning Model Comparison Study

• Hlavní autoři: Nathan A Chi (Autor), Peter Washington (Autor), Aaron Kline (Autor), Arman Husic (Autor), Cathy Hou (Autor), Chloe He (Autor), Kaitlyn Dunlap (Autor), Dennis P Wall (Autor)
• Médium: Kniha
• Vydáno: JMIR Publications, 2022-04-01T00:00:00Z.
• Témata: article
• On-line přístup: Connect to this object online.

BackgroundAutism spectrum disorder (ASD) is a neurodevelopmental disorder that results in altered behavior, social development, and communication patterns. In recent years, autism prevalence has tripled, with 1 in 44 children now affected. Given that traditional diagnosis is a lengthy, labor-intensi...