Automated identification of autism spectrum disorder from facial images using explainable deep learning models

Automated identification of autism spectrum disorder from facial images using explainable deep learning models

Abstract The early and accurate detection of autism spectrum disorder (ASD) is crucial for timely interventions that can significantly improve the quality of life for individuals on the spectrum. Despite the importance of early diagnosis, current ASD diagnostic methods face several challenges, inclu...

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Bibliographic Details
Main Authors: El-Sayed Atlam, Khulood O. Aljuhani, Ibrahim Gad, Elsaid Md. Abdelrahim, Ahmed E. Mansour Atwa, Ali Ahmed
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Deep learning
Autism spectrum disorder
Facial image analysis
Explainable AI
Online Access:https://doi.org/10.1038/s41598-025-11847-5
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