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...

Full description

Saved in:
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
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1186/s13040-024-00409-6

Similar Items