basiralab / DGN
How to fuse a population of graphs into a single one using graph neural networks?
☆26Updated last year
Alternatives and similar repositories for DGN:
Users that are interested in DGN are comparing it to the libraries listed below
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.☆23Updated 2 years ago
- HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.☆9Updated 4 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆39Updated 4 months ago
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆11Updated 3 years ago
- A Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data☆47Updated 2 years ago
- Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Effici…☆14Updated last year
- PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis☆26Updated 4 years ago
- ☆13Updated 4 months ago
- Implementation of Graph Convolutional Networks in TensorFlow☆13Updated 7 years ago
- ADHD200 preprocessed☆18Updated 3 years ago
- CS 230 Final project. Owned by Soham Gadgil, Sun Woo Kang, and Erick Siavichay-Velasco☆11Updated 2 years ago
- Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf☆34Updated 4 years ago
- Awesome graph neural networks for brain network learning. Collections of related research papers with implementations, commonly used data…☆39Updated 8 months ago
- STAGIN: Spatio-Temporal Attention Graph Isomorphism Network☆87Updated last year
- Graph Convolution Network for fMRI Analysis Based on Connectivity Neighborhood☆51Updated 2 weeks ago
- Implementation of Multiplex Graph Networks for Multimodal Brain Network Analysis☆9Updated 4 months ago
- GNN with summarization/grouping layer for speed and interpretability☆15Updated 3 years ago
- BrainSurfCNN for individualized prediction of task contrasts from resting-state functional connectivity☆27Updated 2 years ago
- MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis☆57Updated last year
- ☆17Updated 2 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆32Updated 6 years ago
- MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.☆22Updated last year
- Benchmarking GNNs for fMRI analysis☆23Updated 2 years ago
- ☆28Updated 6 months ago
- Fader Networks for domain adaptation on fMRI: ABIDE-II study☆12Updated 4 years ago
- ☆25Updated last year
- Code of hi-GCN☆26Updated 6 months ago
- Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.☆64Updated 3 weeks ago
- Repository for the Brainhack School 2020 team working with fMRI and ABIDE data to train machine learning models.☆40Updated 3 months ago