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

• Hauptverfasser: Nathan A Chi (Verfasst von), Peter Washington (Verfasst von), Aaron Kline (Verfasst von), Arman Husic (Verfasst von), Cathy Hou (Verfasst von), Chloe He (Verfasst von), Kaitlyn Dunlap (Verfasst von), Dennis P Wall (Verfasst von)
• Format: Buch
• Veröffentlicht: JMIR Publications, 2022-04-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: 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...