README.md

Graph Neural Mapping

Notice

PyTorch implementation of the paper Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis by Byung-Hoon Kim and Jong Chul Ye.

The model code is based on the official implementation of the

• Graph Isomorphism Network: paper, github
• Deep Graph Infomax: paper, github

Resources

Dataset:

• The Human Connectome Project: paper, web

Processing:

• FSL: paper, web
• GRETNA: paper, web

Atlas:

• Schaefer et al.: paper, github

Visualization:

• MRIcroGL: github, web

Requirements

Python3 with following packages

• pytorch >= 1.4.0
• scikit-learn >= 0.21.3
• nilearn >= 0.5.2
• nibabel >= 2.5.0
• tqdm