Diagnosis of Autism Spectrum Disorder (ASD) Using Recursive Feature Elimination–Graph Neural Network (RFE–GNN) and Phenotypic Feature Extractor (PFE)

Diagnosis of Autism Spectrum Disorder (ASD) Using Recursive Feature Elimination–Graph Neural Network (RFE–GNN) and Phenotypic Feature Extractor (PFE)

Autism spectrum disorder (ASD) poses as a multifaceted neurodevelopmental condition, significantly impacting children’s social, behavioral, and communicative capacities. Despite extensive research, the precise etiological origins of ASD remain elusive, with observable connections to brain activity....

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Bibliographic Details
Main Authors: Jiahong Yang, Miaojun Hu, Yao Hu, Zixi Zhang, Jiancheng Zhong
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Sensors
Subjects:
autism spectrum disorder (ASD)
multimodal
graph neural networks (GNN)
ABIDE
functional magnetic resonance imaging (fMRI)
recursive feature elimination (RFE)
Online Access:https://www.mdpi.com/1424-8220/23/24/9647

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https://www.mdpi.com/1424-8220/23/24/9647

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