Multipattern graph convolutional network-based autism spectrum disorder identification

• Published in: Cerebral cortex (New York, N.Y. 1991) Vol. 34; no. 3
• Main Authors: Zhou, Wenhao, Sun, Mingxiang, Xu, Xiaowen, Ruan, Yudi, Sun, Chenhao, Li, Weikai, Gao, Xin
• Format: Journal Article
• Language: English
• Published: United States Oxford University Press 01.03.2024
• Subjects: Autism Spectrum Disorder - diagnostic imaging; Autistic Disorder; Brain - diagnostic imaging; Databases, Factual; Humans; ROC Curve; resting-state fMRI; autism spectrum disorder; multipattern; brain connectivity networks; graph convolution network

The early diagnosis of autism spectrum disorder (ASD) has been extensively facilitated through the utilization of resting-state fMRI (rs-fMRI). With rs-fMRI, the functional brain network (FBN) has gained much attention in diagnosing ASD. As a promising strategy, graph convolutional networks (GCN) pr...