Feature Signature Discovery for Autism Detection: An Automated Machine Learning Based Feature Ranking Framework.

ABSTRACT: Autism spectrum disorder is the most used umbrella term for a myriad of neuro-degenerative/developmental conditions typified by inappropriate social behavior, lack of communication/comprehension skills, and restricted mental and emotional maturity. The intriguing factor of this disorder is attributed to the fact that it can be detected only by close monitoring of developmental milestones after childbirth. Moreover, the exact causes for the occurrence of this neurodevelopmental condition are still unknown. Besides, autism is prevalent across individuals irrespective of ethnicity, genetic/familial history, and economic/educational background. Although research suggests that autism is genetic in nature and early detection of this disorder can greatly enhance the independent lifestyle and soci

SUBMITTER: Jacob SG 

PROVIDER: S-EPMC9833925 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature