BASIRA LAB
BASIRA LAB
GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
BrainNet-ML-ToolBox
Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.
gGAN
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
DGN
How to fuse a population of graphs into a single one using graph neural networks?
HUNet
Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.
EvoGraphNet
EvoGraphNet for graph time-series forecasting from a single timepoint.
GSR-Net
Graph SuperResolution Network using geometric deep learning.