Efficient Machine Learning Models for Early Stage Detection of Autism Spectrum Disorder

• Published in: Algorithms Vol. 15; no. 5; p. 166
• Main Authors: Bala, Mousumi, Ali, Mohammad Hanif, Satu, Md. Shahriare, Hasan, Khondokar Fida, Moni, Mohammad Ali
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.05.2022
• Subjects: Adolescents; Artificial intelligence; ASD; Autism; Children; classifier; Classifiers; Datasets; feature selection; Machine learning; Object recognition; Performance evaluation; prediction model; Support vector machines; Teenagers; Toddlers

Autism spectrum disorder (ASD) is a neurodevelopmental disorder that severely impairs an individual’s cognitive, linguistic, object recognition, communication, and social abilities. This situation is not treatable, although early detection of ASD can assist to diagnose and take proper steps for miti...