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MAF-GNN: Graph neural network-based multi-atlas brain functional information fusion for major depressive disorder diagnosis with rs-fMRI

delete2025-12-10
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PRE
AI
Z
Zhihong Chen
J
Jiang Wu
L
Li Pu
S
Shaoqing Li
Y
Yuhao Zhang
D
Dezhong Yao *
H
Hongmei Yan *
DOI：10.1016/j.ipm.2025.104524delete
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Abstract

Abstract

En 中文
• Proposing a novel multi-atlas fusion graph neural network for MDD diagnosis. • The MACHAF module enables the complementary fusion of multi-atlas information. • The AAWL module enables the selective fusion of multi-atlas information. • Revealing the neuropathological mechanisms of MDD from three dimensions.

Journal

I
Information Processing and Management
IF:
6.9
Papers:
5.2K
Citations:
1.4W

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