network-fusion

There are 1 repository under network-fusion topic.

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 / MICNet
Multigraph fusion and classification network using graph neural network
multigraph-integration multigraph-classification graph-neural-networks gcn diff-pool neural-networks deep-learning-framework brain-connectivity network-neuroscience network-fusion network-integration multiview-data multi-view-networks ai4medicine data-heterogeneity gender-differences brain-map mri-images
Language:Python 7
basiralab / netNorm
We provide both Matlab and Python versions of netNorm. In this folder you find the Maltab version of the code.
network-fusion network-normalization network-integration sample-selection high-order-networks brain-connectivity network-neuroscience biomarker-discovery multi-view-networks multigraph-integration multigraph-fusion machine-learning connectome-mapping brain-disorders
Language:MATLAB 5
basiralab / netNorm-PY
netNorm (network normalization) framework for multi-view network integration (or fusion), recoded up in Python by Ahmed Nebli.
network-fusion network-normalization network-integration sample-selection brain-connectivity network-neuroscience biomarker-discovery multi-view-networks multigraph-integration multigraph-fusion connectome-mapping brain-networks high-order-connectivity brain-disorders
Language:Python 5
basiralab / SM-netFusion
SM-NetFusion for supervised multi-topology network cross-diffusion.
network-fusion graph-topology network-integration brain-networks brain-connectivity network-neuroscience machine-learning supervised-learning clustering network-atlas graph-diffusion sm-netfusion graph-data computer-aided-diagnosis autism-spectrum-disorder
Language:MATLAB 3
basiralab / NAGFS
NAG-FS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification.
network-atlas network-fusion network-integration graph-fusion graph-classification feature-selection brain-connectivity biomarker-discovery graph-representation graph-template-learning network-neuroscience brain-disorder computer-aided-diagnosis
Language:MATLAB 2
basiralab / NAGFS-PY
NAGFS (Network Atlas-Guided Feature Selection) for a fast and accurate graph data classification code, recoded by Dogu Can ELCI.
network-atlas network-fusion network-integration graph-fusion network-neuroscience brain-connectivity feature-selection biomarker-discovery graph-representation graph-template-learning graph-classification brain-disorder
Language:Python 1
GeneNetFusion
DEIB-GECO / GeneNetFusion
co-expression complex-networks gene-network-inference gene-expression-profiles network-fusion biomarkers
Language:Jupyter Notebook 1