graph-fusion

Here are 7 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

Star

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 / ReMI-Net

Star

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 / SM-netFusion-PY

Star

Supervised graph diffusion and fusion.

machine-learning clustering supervised-learning data-integration graph-data manifold-learning diffusion brain-connectivity brain-network data-fusion network-neuroscience computer-aided-diagnosis brain-connectome network-atlas graph-fusion graph-diffusion sm-netfusion

Updated Feb 7, 2021
Jupyter Notebook

basiralab / Fed-CBT

Star

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 / NAGFS

Star

NAG-FS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification.

feature-selection biomarker-discovery brain-connectivity graph-representation graph-classification network-neuroscience computer-aided-diagnosis network-integration network-atlas network-fusion graph-fusion graph-template-learning brain-disorder

Updated Mar 26, 2020
MATLAB

basiralab / NAGFS-PY

Star

NAGFS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification code, recoded by Dogu Can ELCI.

feature-selection biomarker-discovery brain-connectivity graph-representation graph-classification network-neuroscience network-integration network-atlas network-fusion graph-fusion graph-template-learning brain-disorder

Updated Mar 30, 2020
Python

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graph-fusion

Here are 7 public repositories matching this topic...

basiralab / GNNs-in-Network-Neuroscience

basiralab / DGN

basiralab / ReMI-Net

basiralab / SM-netFusion-PY

basiralab / Fed-CBT

basiralab / NAGFS

basiralab / NAGFS-PY

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