Detection and Delineation of Autism Children using ResNet Architecture

Autism is a severe neurological anarchy that upsets all areas of the brain and negatively impacts a person's physical, mental, emotional, and social well-being. They struggle to communicate and engage with other people. They are in constant need of parental, family, or friend guidance. Even though there is no cure for autism, early detection can improve outcomes. A person with autism disorder can be recognized by their behavioral traits. This approach to diagnosis is laborious and unproductive for making an early diagnosis of autism. In order to help people decide whether they should get a clinical diagnosis and seek treatment, there is a need for quick and inexpensive ASD screening. In order to identify quickly, Deep learning-based method has suggested in this article.

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Publication Details

Published
2025-08-08
DOI
https://doi.org/10.1109/icbmesh66209.2025.11182257
Primary Topic
Autism Spectrum Disorder Research
Type
article
Field-Weighted Citation Impact
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article

Detection and Delineation of Autism Children using ResNet Architecture

D. Sungeetha, C. Preethi, S. Gomathi
Autism Spectrum Disorder Research
article

Detection and Delineation of Autism Children using ResNet Architecture

D. Sungeetha, C. Preethi, S. Gomathi
article en

Abstract

Autism is a severe neurological anarchy that upsets all areas of the brain and negatively impacts a person's physical, mental, emotional, and social well-being. They struggle to communicate and engage with other people. They are in constant need of parental, family, or friend guidance. Even though there is no cure for autism, early detection can improve outcomes. A person with autism disorder can be recognized by their behavioral traits. This approach to diagnosis is laborious and unproductive for making an early diagnosis of autism. In order to help people decide whether they should get a clinical diagnosis and seek treatment, there is a need for quick and inexpensive ASD screening. In order to identify quickly, Deep learning-based method has suggested in this article.

Saveetha University (IN)
Openalex Percentile: Top 73%
Autism Spectrum Disorder Research
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