GANORM

Generative Age-dependent brain Network nORmative Model

Installation

The code requires matlab enviroment. You should download GANORM here and install in matlab.

Install GANORM

git clone https://github.com/xiaolonghuang09/GANORM

Add GANORM directory into your matlab

cd addpath(genpath("GANORM"))

Data Download

• MNCS (https://www.synapse.org/Synapse:syn26712693/files/)
• BrainLat (https://www.synapse.org/Synapse:syn53972960)

Quick Start

• Data gather Prior to running the code, it is necessary to preprocess the data and extract the required information.You can run gather_data.m to get predata.
• Data Analysis You can execute the main.m script to obtain all the analysis results. You can also run a specific function to obtain the desired results.
  • You can obtain the evolutionary trajectory of brain networks within the alpha band by running alpha_network.m.
  • You can obtain the evolutionary trajectory of network characteristics by running all_people_feature.m.
  • You can train a BPNN model by running BPNN.m.
  • You can perform cross-site validation by running crosscite_validation.m.

Contributors

Shiang Hu (shu@adu.edu.cn), Xiaolong Huang (xiaolonghuang1@outlook.com)

Acknowledgements

This work was supported by the NSFC Project Number 62101003.