brain-connectome

There are 2 repositories under brain-connectome topic.

ZijianD / Brain-TokenGT
"Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)
brain-connectome miccai2023 gnn tokenization
Language:Python 14
BRAPH
braph-software / BRAPH
Brain Analysis using Graph Theory
neuroscience neuroscience-methods brain-connectivity brain-connectome
Language:MATLAB 12
basiralab / reproducibleFedGNN
Investigating the reproducibility of federated GNN models
biomarker-discovery brain-connectome brain-graph brain-network classification computer-aided-diagnosis decentralized-learning deep-learning feature-selection federated-learning federation geometric-deep-learning gnn graph-neural-networks interpretable-ai reproducibility reproducible-science brain-diagnosis model-reproducibility
Language:Python 8
NIRALUser / CIVILITY
Cloud Based Interactive Visualization of Tractography Brain Connectome (CIVILITY) is an interactive visualization tool of brain connectome in the web.
tractography connectivity-matrix seed brain-connectivity brain-connectome fsl civility
Language:JavaScript 8
basiralab / CGTS-GAN
Topology-guided cyclic graph generation using GCNs.
graph-neural-networks cyclegan graph-generation gan brain-connectome brain-connectivity topology-graph gcn graph-convolutional-networks
Language:Python 6
basiralab / SM-netFusion-PY
Supervised graph diffusion and fusion.
network-atlas sm-netfusion graph-data diffusion brain-network graph-diffusion data-fusion data-integration manifold-learning clustering supervised-learning brain-connectivity brain-connectome graph-fusion machine-learning network-neuroscience computer-aided-diagnosis
Language:Jupyter Notebook 5
basiralab / UMC
Unified multimodal classifier: a unified brain graph classification model trained on unpaired multimodal brain graphs, which can classify any brain graph of any size.
graph-classification unified-multimodal-classifier multi-sized-graph-classification multimodal-graphs multimodal-brain-connectivity brain-connectome diagnosis-prediction unpaired-data-classification linear-discriminant-analysis clustering template-alignment graph-alignment
Language:Python 4
basiralab / FLAT-Net
A few-shot learning approach to forecasting the evolution of the brain connectome.
few-shot-learning predictive-learning predictive-models graph-neural-networks gnns brain-connectome brain-map
Language:Python 1