XuexiongLuoMQ / Awesome-Brain-Graph-Learning-with-GNNsLinks
Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used datasets and tools. We also invite researchers interested in brain graph learning with GNNs to join the project.
☆58Updated last year
Alternatives and similar repositories for Awesome-Brain-Graph-Learning-with-GNNs
Users that are interested in Awesome-Brain-Graph-Learning-with-GNNs are comparing it to the libraries listed below
Sorting:
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆54Updated 5 months ago
- ☆38Updated 3 years ago
- The official Pytorch implementation of paper "Community-Aware Transformer for Autism Prediction in fMRI Connectome" accepted by MICCAI 20…☆33Updated last year
- Pytorch implementation of BrainNetCNN (Kawahara et al. 2016) + visualization method☆26Updated 7 years ago
- CNS (Computational Neuroscience) Lab project for age/sex classification of fMRI scans☆87Updated 2 years ago
- Benchmarking GNNs for fMRI analysis☆23Updated 2 years ago
- brain data analysis and graph information bottleneck☆21Updated 7 months ago
- MedIA 2023☆22Updated last year
- A preliminary implementation of BrainGNN☆22Updated 4 years ago
- Recovering-Brain-Structure-Network-Using-Functional-Connectivity☆23Updated 2 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆49Updated 3 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Updated 4 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆17Updated last year
- ☆17Updated 4 months ago
- The open-source implementation of the NeurIPS 2022 paper Brain Network Transformer.☆116Updated 2 years ago
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆67Updated last month
- ☆19Updated 2 years ago
- Adversarial Learning Based Node-Edge Graph Attention Networks for Autism Spectrum Disorder Identification☆14Updated 2 years ago
- Improving autism identification with multisite data via site-dependence minimisation and second-order functional connectivity (TMI, 2022)☆34Updated last year
- The official implementation of MVS-GCN☆20Updated 2 years ago
- ☆23Updated 2 years ago
- Code of hi-GCN☆26Updated last year
- ☆10Updated 3 years ago
- A preliminary implementation of BrainGNN☆181Updated 3 years ago
- Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)☆34Updated 2 years ago
- Benchmarks for Graph Machine Learning in Brain Connectomics☆35Updated 4 months ago
- Code for the paper "Brain Connectivity based Graph Convolutional Networks for Infant Age Prediction"☆23Updated 3 years ago
- Multi-center and Multi-channel Pooling Graph Convolutional Network☆17Updated 2 years ago
- ☆9Updated 2 years ago
- ☆23Updated last year