xxlya / PRGNN_fMRI

Pytorch implementation of pooling-regularized GNN (PRGNN) for fMRI analysis. https://arxiv.org/pdf/2007.14589.pdf

PRGNN_fMRI

Requirments

Installation 1:

pip install -r requirements.txt

Installation 2: Install pytorch geometric 1.6.0 through

https://pytorch-geometric.readthedocs.io/en/latest/_modules/torch_geometric/

How to run the code ?

Custermize Dataset

Please follow the guideline in pytorch geometric 1.6.0 and create your own preprocessed data.

Run main function to classify brain graphs

python main.py --net ${GNN} --dataroot ${YOUR_PROCCESSED_DATA_DIR}

To Do

• Provide synthetic data.