ABIDE_Classification_DLModels

Please download the ABIDE dataset from the following link. https://www.nitrc.org/ir/app/template/XDATScreen_report_xnat_projectData.vm/search_element/xnat:projectData/search_field/xnat:projectData.ID/search_value/ABIDE

Use data preprocess file to convert all data using different atlases and save into numpy for each atlas

You can get the different atlases from the following link

https://nilearn.github.io/modules/generated/nilearn.plotting.plot_prob_atlas.html

https://github.com/Parietal-INRIA/DiFuMo

Use data generator to convert data into batches

train, test and optimize the deep learning models.

We will update more results and evaluation code after accepting of the paper.

All codes are written in python and all deep learning models are written in PyTorch library. https://pytorch.org/

https://numpy.org/doc/stable/reference/index.html

If code will be useful, Please cite this paper

https://link.springer.com/chapter/10.1007/978-981-16-7167-8_77