uuup123 / FC-HAT
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FC-HAT
- ☆11Updated 2 years ago
- ☆21Updated 2 years ago
- ☆12Updated 2 months ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆86Updated last year
- Benchmarks for Graph Machine Learning in Brain Connectomics☆24Updated 2 months ago
- The official implementation of MVS-GCN☆18Updated 2 years ago
- Code of hi-GCN☆23Updated 4 months ago
- Official Pytorch Implementation of the paper Dynamic Adaptive Spatio-temporal Graph Convolution for fMRI Modelling☆18Updated 2 years ago
- MedIA 2023☆17Updated last year
- A preliminary implementation of BrainGNN☆21Updated 3 years ago
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆17Updated 3 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆34Updated 5 months ago
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆11Updated last year
- Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]☆11Updated 3 months ago
- source code of AAAI 2024 paper "Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization".☆11Updated 6 months ago
- official code for our KDD21 paper "Adaptive Transfer Learning on Graph Neural Networks"☆42Updated 2 years ago
- ☆30Updated 2 years ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆85Updated last year
- A preliminary implementation of BrainGNN☆146Updated 2 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆56Updated last year
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆12Updated 2 weeks ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆81Updated last year
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆21Updated 2 years ago
- Source code for ICLR 2024 "LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference"☆26Updated 9 months ago
- ☆11Updated 3 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆13Updated last year
- ☆10Updated last year
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆25Updated 4 years ago
- ☆12Updated 8 months ago