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Updated: Jun 3, 2025

Dynamic Inter-subject Functional Connectivity Reveals Moment-to-Moment Brain Network Configurations Driven by Continuous or Communication Paradigms
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Dynamic Inter-subject Functional Connectivity Reveals Moment-to-Moment Brain Network Configurations Driven by Continuous or Communication Paradigms

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时间对齐的动态功能连接的Prob-sparse自我注意力提取,用于ASD诊断

Hongwu Chen1, Fan Feng2, Pengwei Lou3,4

  • 1School Hospital, Shandong Technology and Business University, Yantai, China.

Heliyon
|January 13, 2025
PubMed
概括

这项研究引入了一个新的框架来诊断自闭症谱系障碍 (ASD),使用动态功能连接 (DFC) 和先进的AI. 该模型达到81.8%的准确性,识别了ASD患者的关键大脑区域差异.

关键词:
自闭症谱系障碍 自闭症谱系障碍试图分散注意力.滑动窗口的窗口是一个滑动窗口.时间对齐时间对齐

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相关概念视频

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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