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TGNet: tensor-based graph convolutional networks for multimodal brain network analysis
Multimodal brain network analysis enables a comprehensive understanding of neurological
disorders by integrating information from multiple neuroimaging modalities. However …
disorders by integrating information from multiple neuroimaging modalities. However …
Lightweight Alzheimer's Disease Diagnosis Based on Gaussian Graphical Lasso Estimation
S Lv, Z Guo, R Chen, D Wang, N Ye… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Alzheimer's Disease (AD) is the primary cause of dementia in the elderly. Utilizing advanced
Graph Neural Networks (GNNs) to map the relationships between various brain regions and …
Graph Neural Networks (GNNs) to map the relationships between various brain regions and …
MHSA: A Multi-scale Hypergraph Network for Mild Cognitive Impairment Detection via Synchronous and Attentive Fusion
The precise detection of mild cognitive im-pairment (MCI) is of significant importance in
preventing the deterioration of patients in a timely manner. Although hypergraphs have …
preventing the deterioration of patients in a timely manner. Although hypergraphs have …