Constructing brain functional network by Adversarial Temporal-Spatial Aligned Transformer for early AD analysis

Constructing brain functional network by Adversarial Temporal-Spatial Aligned Transformer for early AD analysis

IntroductionThe brain functional network can describe the spontaneous activity of nerve cells and reveal the subtle abnormal changes associated with brain disease. It has been widely used for analyzing early Alzheimer's disease (AD) and exploring pathological mechanisms. However, the current me...

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Bibliographic Details
Main Authors:	Qiankun Zuo, Libin Lu, Lin Wang, Jiahui Zuo, Tao Ouyang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-11-01
Series:	Frontiers in Neuroscience
Subjects:	functional brain connectivity temporal-spatial transformer alignment generative adversarial learning graph convolutional network early Alzheimer's disease
Online Access:	https://www.frontiersin.org/articles/10.3389/fnins.2022.1087176/full

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