graph-integration

Here are 6 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

biomarker gans brain-connectivity geometric-deep-learning gnns network-neuroscience gnn graph-neural-network graph-fusion graph-synthesis graph-prediction brain-disorders graph-superresolution predictive-intelligence graph-integration graph-timeseries brain-gnn

Updated Feb 27, 2023

basiralab / DGN

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How to fuse a population of graphs into a single one using graph neural networks?

machine-learning-algorithms network-analysis cbt brain-connectivity geometric-deep-learning brain-networks graph-neural-networks gnn network-integration network-fusion graph-fusion graph-integration brain-gnn atlas-learning

Updated Oct 24, 2023
Python

basiralab / MGN-Net

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MGN-Net: A novel Graph Neural Network for integrating heterogenous graph population derived from multiple sources.

data-integration brain-connectivity biological-networks data-fusion multigraph network-neuroscience brain-networks graph-neural-networks graph-normalizer multiview-networks graph-integration connectomes

Updated Jun 6, 2022
Python

basiralab / ReMI-Net

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Recurrent multigraph integrator network using graph neural network.

recurrent-neural-networks brain-connectivity geometric-deep-learning graph-learning graph-neural-networks graph-fusion graph-prediction connectional-brain-template generative-learning graph-integration

Updated Jan 4, 2022
Python

basiralab / Fed-CBT

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Federated multigraph integration with application to connectional brain template estimation.

gradient-descent brain-connectivity hospitals gnns federated-learning graph-neural-networks graph-fusion graph-integration multigraph-data

Updated Dec 28, 2021
Python

basiralab / Dual-HINet

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Modularity-based graph population integration

deep-learning pytorch data-integration modularity data-fusion graph-neural-networks multigraph-integration multigraph-fusion hierarchical-learning connectional-brain-template graph-integration

Updated Sep 16, 2022
Python

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graph-integration

Here are 6 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

basiralab / DGN

basiralab / MGN-Net

basiralab / ReMI-Net

basiralab / Fed-CBT

basiralab / Dual-HINet

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