LSGNN

The implementation of "Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis".

Requirements

// install following packages;
numpy
pandas
scipy
matplotlib
pytorch
visdom
networkx
dgl
pickle
tqdm
openhgnn

Data Download

ADNI: https://adni.loni.usc.edu/

Usage

homogeneous graph classification: python main.py
heterogeneous graph classification: python main_hetero.py