A Prediction Model of Autism Spectrum Diagnosis from Well-Baby Electronic Data Using Machine Learning

• Main Authors: Ayelet Ben-Sasson (Author), Joshua Guedalia (Author), Liat Nativ (Author), Keren Ilan (Author), Meirav Shaham (Author), Lidia V. Gabis (Author)
• Format: Book
• Published: MDPI AG, 2024-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Early detection of autism spectrum disorder (ASD) is crucial for timely intervention, yet diagnosis typically occurs after age three. This study aimed to develop a machine learning model to predict ASD diagnosis using infants' electronic health records obtained through a national screening prog...