"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 9 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
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
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
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
Mentor: Zhengwu Zhang; Collaborators: Yuexin Zhang, Jianhan Cheng, Runqi Hou, Tianrui Ye, Yifei Zhang, Yinglei Xu, Yun Jin Park
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Nov 15, 2024
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