TGNet: tensor-based graph convolutional networks for multimodal brain network analysis

TGNet: tensor-based graph convolutional networks for multimodal brain network analysis

Abstract Multimodal brain network analysis enables a comprehensive understanding of neurological disorders by integrating information from multiple neuroimaging modalities. However, existing methods often struggle to effectively model the complex structures of multimodal brain networks. In this pape...

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Bibliographic Details
Main Authors: Zhaoming Kong, Rong Zhou, Xinwei Luo, Songlin Zhao, Ann B. Ragin, Alex D. Leow, Lifang He
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BioData Mining
Subjects:
Multimodal brain networks
Tensor
Graph convolutional network
Disease classification
Online Access:https://doi.org/10.1186/s13040-024-00409-6
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