"Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)
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Jul 4, 2023 - Python
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brain-connectome
Here are 8 public repositories matching this topic...
Brain Analysis using Graph Theory
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Jul 5, 2019 - MATLAB
Investigating the reproducibility of federated GNN models
deep-learning
feature-selection
reproducible-science
classification
federation
reproducibility
biomarker-discovery
brain-network
brain-graph
geometric-deep-learning
federated-learning
interpretable-ai
computer-aided-diagnosis
graph-neural-networks
brain-connectome
gnn
decentralized-learning
brain-diagnosis
model-reproducibility
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Dec 2, 2022 - Python
Cloud Based Interactive Visualization of Tractography Brain Connectome (CIVILITY) is an interactive visualization tool of brain connectome in the web.
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Jun 8, 2021 - JavaScript
Topology-guided cyclic graph generation using GCNs.
gan
graph-generation
brain-connectivity
graph-convolutional-networks
gcn
cyclegan
topology-graph
graph-neural-networks
brain-connectome
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Dec 20, 2020 - Python
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
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Feb 7, 2021 - Jupyter Notebook
Unified multimodal classifier: a unified brain graph classification model trained on unpaired multimodal brain graphs, which can classify any brain graph of any size.
clustering
linear-discriminant-analysis
graph-classification
brain-connectome
graph-alignment
multimodal-graphs
diagnosis-prediction
unified-multimodal-classifier
multi-sized-graph-classification
multimodal-brain-connectivity
unpaired-data-classification
template-alignment
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Jun 23, 2021 - Python
A few-shot learning approach to forecasting the evolution of the brain connectome.
predictive-learning
gnns
few-shot-learning
graph-neural-networks
brain-connectome
predictive-models
brain-map
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Feb 8, 2022 - Python
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