Autism spectrum disorder detection using facial images: A performance comparison of pretrained convolutional neural networks

Autism spectrum disorder (ASD) is a complex psychological syndrome characterized by persistent difficulties in social interaction, restricted behaviours, speech, and nonverbal communication. The impacts of this disorder and the severity of symptoms vary from person to person. In most cases, symptoms...

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Bibliographic Details
Published in:	Healthcare technology letters Vol. 11; no. 4; pp. 227 - 239
Main Authors:	Ahmad, Israr, Rashid, Javed, Faheem, Muhammad, Akram, Arslan, Khan, Nafees Ahmad, Amin, Riaz ul
Format:	Journal Article
Language:	English
Published:	England John Wiley & Sons, Inc 01.08.2024 John Wiley and Sons Inc Wiley
Subjects:	Accuracy Autism Behavior biomedical imaging Children & youth computer based training convolutional neural nets Deep learning Disease Emotions health care image classification image processing learning (artificial intelligence) Letter medical computing medical disorders Mental disorders Mental health Mutation neural nets Neural networks Questionnaires Social interaction Themed : Big Data and Artificial Intelligence in Healthcare United States > US image processing medical disorders image classification computer based training biomedical imaging convolutional neural nets learning (artificial intelligence) medical computing health care neural nets
ISSN:	2053-3713, 2053-3713
Online Access:	Get full text
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