basiralab / gGANLinks
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
☆23Updated 3 years ago
Alternatives and similar repositories for gGAN
Users that are interested in gGAN are comparing it to the libraries listed below
Sorting:
- How to fuse a population of graphs into a single one using graph neural networks?☆26Updated last year
- MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.☆22Updated 2 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Implementation of Multiplex Graph Networks for Multimodal Brain Network Analysis☆9Updated 9 months ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆35Updated 4 years ago
- HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.☆9Updated 5 years ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆11Updated 3 years ago
- EvoGraphNet for graph time-series forecasting from a single timepoint.☆16Updated last year
- Regression Graph Neural Network (regGNN) for cognitive score prediction.☆72Updated 2 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated last week
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆97Updated last year
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆49Updated 3 years ago
- Graph CNNs for population graphs☆175Updated 3 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆13Updated 8 years ago
- ☆21Updated 4 years ago
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆54Updated 5 months ago
- GNN with summarization/grouping layer for speed and interpretability☆15Updated 4 years ago
- "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)☆24Updated last year
- Hyper-graph based Multi-task Feature Selection for Multi-modal Classification of Alzheimer's Disease☆11Updated 6 years ago
- Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.☆23Updated 4 years ago
- This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks"…☆33Updated 2 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆32Updated 6 years ago
- The official implementation of MVS-GCN☆20Updated 2 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆58Updated 2 years ago
- ☆120Updated 2 months ago
- brain data analysis and graph information bottleneck☆21Updated 7 months ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆58Updated last year
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆17Updated last year
- ☆26Updated last year
- Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction☆17Updated 3 years ago