graph-integration

There are 1 repository under graph-integration topic.

basiralab / GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
graph-neural-network graph-prediction biomarker network-neuroscience brain-connectivity brain-disorders geometric-deep-learning gans predictive-intelligence graph-integration graph-fusion graph-synthesis graph-superresolution graph-timeseries gnn gnns brain-gnn
198
basiralab / DGN
How to fuse a population of graphs into a single one using graph neural networks?
brain-networks cbt brain-connectivity geometric-deep-learning network-integration network-fusion network-analysis machine-learning-algorithms brain-gnn graph-integration graph-fusion graph-neural-networks gnn atlas-learning
Language:Python 22
basiralab / MGN-Net
MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.
graph-normalizer biological-networks multiview-networks multigraph graph-integration data-fusion data-integration brain-networks brain-connectivity connectomes network-neuroscience graph-neural-networks
Language:Python 9
basiralab / Fed-CBT
Federated multigraph integration with application to connectional brain template estimation.
federated-learning graph-neural-networks graph-integration graph-fusion brain-connectivity gnns multigraph-data hospitals gradient-descent
Language:Python 4
basiralab / ReMI-Net
Recurrent multigraph integrator network using graph neural network.
recurrent-neural-networks graph-neural-networks graph-integration graph-fusion generative-learning graph-learning graph-prediction connectional-brain-template brain-connectivity geometric-deep-learning
Language:Python 4
basiralab / Dual-HINet
Modularity-based graph population integration
connectional-brain-template data-fusion data-integration deep-learning graph-integration graph-neural-networks hierarchical-learning modularity multigraph-fusion multigraph-integration pytorch
Language:Python 2