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

• Main Authors: Nathan A Chi (Author), Peter Washington (Author), Aaron Kline (Author), Arman Husic (Author), Cathy Hou (Author), Chloe He (Author), Kaitlyn Dunlap (Author), Dennis P Wall (Author)
• 格式: 图书
• 出版: JMIR Publications, 2022-04-01T00:00:00Z.
• 主题: article
• 在线阅读: 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...