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16 search results found

Neurolib ⭐ 369

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

Braingb ⭐ 131

Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

Netneurotools ⭐ 47

Useful tools from the Network Neuroscience Lab

Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

How to fuse a population of graphs into a single one using graph neural networks?

Communityalg ⭐ 12

Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox

Conn_tools ⭐ 11

Some tools for the extraction and plot of second-level ROI-to-ROI results from CONN Toolbox

R For Brain Network ⭐ 9

Analyze brain surface/volume (gifti, cifti, nifti) in R and extract networks

Brainnet Ml Toolbox ⭐ 9

Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.

Neural Flows ⭐ 7

Estimation, analysis and decomposition of brainwave spatiotemporal dynamics

Brainnn Pretrain ⭐ 7

Implementations for CHIL 2023 paper ''PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis'' and KDD 2022 paper ''Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning''

Kaggle Brainnetprediction Toolbox ⭐ 6

A Python toolbox for predicting brain network (graph) evolution over time from a single observation. The codes of the 20 competing Kaggle teams along with the competition datasets are made available.

Reproduciblefedgnn ⭐ 5

Investigating the reproducibility of federated GNN models

4d Fedgnn Plus ⭐ 5

Federating temporally-varying graph timeseries

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