Abstract :

Autism Spectrum Disorder (ASD) Is A Neurological And Developmental Disorder That Affects How People Interact With Others, Communicate, Learn, And Behave. According To The Recent Statistics About 1 In 100 Children Has Autism. Although Autism Can Be Diagnosed At Any Age, It Is Described As A Developmental Disorder Because Symptoms Generally Appear In The First 2 Years Of Life. So, In This Context It Is At Most Required To Detect It At Early Stage And Get Diagnosed , So As To Avoid Any Future Consequences. In This Way We Can Transform The Lives Of Many Children And Reduce The Ratio Of Autism Among Children. These Results Demonstrate The Revolutionary Effect Of The Algorithms In Promoting Early Detection Of Autism And Enhancing The Communication Accessibility Through A Web Page. Keywords—ASD, Autism Spectrum Disorder, Deep Learning, Sequence Model, Convolutional Neural Networks, Early Detection Model, Behavioral Analysis

Published:

09-6-2025

Issue:

Vol. 25 No. 6 (2025)

Page Nos:

57-63

Section:

Articles

License:

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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