brain-graph

Here are 3 public repositories matching this topic...

basiralab / EvoGraphNet

EvoGraphNet for graph time-series forecasting from a single timepoint.

deep-learning graph-theory gans adversarial-learning brain-graph time-series-prediction time-series-forecasting geometric-deep-learning brain-dysconnectivity ggan

Updated Dec 4, 2023
Python

basiralab / reproducibleFedGNN

Star

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

Updated Dec 2, 2022
Python

Python implementation of BGSR. BGSR is a method using functional brain data with the aim to boost neurological disorder diagnosis. It learns how to generate high-resolution (HR) graphs from low-resolution (LR) graphs without resorting to the computationally expensive image processing pipelines for connectome construction at high-resolution scales.

resolution graph-data brain-graph multi-kernel-learning hr-graphs

Updated Jul 6, 2023
Python

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