ZKZ-Brain / CI-GNNLinks
☆20Updated last year
Alternatives and similar repositories for CI-GNN
Users that are interested in CI-GNN are comparing it to the libraries listed below
Sorting:
- ☆38Updated 3 years ago
- MedIA 2023☆22Updated last year
- ☆23Updated 2 years ago
- [IEEE TMI 2024] Contrastive Graph Pooling for Explainable Classification of Brain Networks☆21Updated 4 months ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆18Updated last year
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆59Updated 2 years ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆23Updated 3 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆34Updated last year
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆54Updated 6 months ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆119Updated 2 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆62Updated last year
- A preliminary implementation of BrainGNN☆22Updated 4 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆26Updated 2 years ago
- ☆18Updated 4 months ago
- ☆19Updated 2 years ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆97Updated 2 years ago
- Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)☆35Updated last year
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Updated 4 years ago
- ☆26Updated 2 years ago
- A preliminary implementation of BrainGNN☆185Updated 3 years ago
- The official implementation of MVS-GCN☆20Updated 2 years ago
- Code of hi-GCN☆26Updated last year
- This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" publ…☆44Updated last year
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆49Updated 3 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆88Updated 2 years ago
- [Computer in Biology and Medicine (Q1)] Official PyTorch Implementation for PLSNet.☆13Updated 11 months ago
- ☆11Updated last year
- Benchmarking GNNs for fMRI analysis☆23Updated 2 years ago
- Codes for "Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivit…☆16Updated last year
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆17Updated 3 years ago