Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification

Overview

This code is for the paper: Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification. The data used in the experiments are from ADNI datasets (https://adni.loni.usc.edu/).

Quick start

Before training the model, please configure the dependencies in the requirements.txt.

Train and test the program by main.py.

Please note that the synthetic data are provided only to facilitate running the code and release of the original data used in the paper is out of the authority of the author. Please refer to the corresponding data resource for actual evaluation.