Application of improved graph convolutional network for cortical surface parcellation

Application of improved graph convolutional network for cortical surface parcellation

Abstract Accurate cortical surface parcellation is essential for elucidating brain organizational principles, functional mechanisms, and the neural substrates underlying higher cognitive and emotional processes. However, the cortical surface is a highly folded complex geometry, and large regional va...

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Bibliographic Details
Main Authors: Jia Tan, Xiaomei Ren, Yong Chen, Xianju Yuan, Feiba Chang, Rui Yang, Chengqun Ma, Xiaoyu Chen, Miao Tian, Wei Chen, Zihong Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Attention mechanism
Cortical surface parcellation
Deep learning
Graph Convolution network
MRI
Online Access:https://doi.org/10.1038/s41598-025-00116-0
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https://doi.org/10.1038/s41598-025-00116-0

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