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U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis
Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:
Zuo, Qiankun
;
Li, Ruiheng
;
Shi, Binghua
;
Hong, Jin
;
Zhu, Yanfei
; et al.
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Submit date：2024/05/16
Brain Neurological Disease
Central Connectivity Perception
Hierarchical Topological Transformer
Multi-head Attention
Multi-level Temporal-correlated Attention
Time-series Restoration
