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Updated: May 6, 2026

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利用图形卷积网络,从单模态fMRI数据中识别轻度认知障碍:一种多连接模式组合方法

Jie He1,2, Peng Wang3,4, Jun He5

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

Cerebral cortex (New York, N.Y. : 1991)
|March 11, 2024
PubMed
概括

这项研究引入了一个新的图形卷积神经网络,具有多模式连接,用于诊断轻度认知障碍 (MCI). 这种新的方法显著改善了使用fMRI数据的功能性大脑网络来识别MCI.

关键词:
大脑连接网络大脑连接网络功能性网络的功能性网络.图表卷积神经网络 卷积神经网络轻度的认知障碍 轻度的认知障碍静止状态的fMRI进行.

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Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...
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