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Updated: Jun 30, 2025

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多模式图形卷积网络基于自闭症谱系障碍的识别

Wenhao Zhou1,2, Mingxiang Sun3, Xiaowen Xu4,5

  • 1College of Mathematics and Statistics, Chongqing Jiaotong University, Chongqing 400074, China.

Cerebral cortex (New York, N.Y. : 1991)
|March 18, 2024
PubMed
概括

早期自闭症谱系障碍 (ASD) 诊断使用一种新的多模式图形卷积网络 (MPGCN) 进行了改进,该网络从静止状态fMRI数据分析功能性大脑网络,实现高诊断精度.

关键词:
自闭症谱系障碍 自闭症谱系障碍大脑连接网络 脑连接网络图形卷积网络的图形卷积网络.多重模式的多重模式静止状态的fMRI进行.

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Autism Spectrum Disorder01:19

Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
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