The Role of Structure MRI in Diagnosing Autism

The Role of Structure MRI in Diagnosing Autism

This study proposes a Computer-Aided Diagnostic (CAD) system to diagnose subjects with autism spectrum disorder (ASD). The CAD system identifies morphological anomalies within the brain regions of ASD subjects. Cortical features are scored according to their contribution in diagnosing a subject to b...

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Bibliographic Details
Main Authors: Mohamed T. Ali, Yaser ElNakieb, Ahmed Elnakib, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Manuel Casanova, Gregory Barnes, Ayman El-Baz
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Diagnostics
Subjects:
autism
structure MRI
machine learning
classification
feature selection
hyper-parameter optimization
Online Access:https://www.mdpi.com/2075-4418/12/1/165

Internet

https://www.mdpi.com/2075-4418/12/1/165

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