A Novel Neuro-Fuzzy System-Based Autism Spectrum Disorder

Abstract

The major purpose of these research works has been for the rapid, reliable diagnosis of autism disorder by a new neuro-fuzzy autism identification technique. The highly affected region for each person is highlighted by this procedure. This research, which involves autism and regular group, included two classes of adolescents. This neuro-fuzzy method was developed by the experts using fuzzy-logical principles. The two classes were checked on the system. The developed method has been confirmed to distinguish easily between autistic participants and normal participants with increased precision. The engineered device has also been found to be 97.3% precise and 98.9% specific. The engineered instrument can be used by physicians to diagnose autism in conjunction with the seriousness of autism and to precisely and immediately illuminate the highly affected region.