sudistoc is a tool for susceptibility distortion correction of EPI images using deep-learning.
It can be used to produce unsupervised, image supervised or distortion field supervised models as well as any combination of the 3.
The documentation is rather light for the moment but feel free to contact me.
Please cite the following if you use sudistoc:
Correction of susceptibility distortion in EPI: a semi-supervised approach with deep learning
Antoine Legouhy, Mark Graham, Michele Guerreri, Whitney Stee, Thomas Villemonteix, Philippe Peigneux and Hui Zhang.
10.1101/2022.07.12.499591 [bioarxiv]
Portions of the code are borrowed from Voxelmorph people, they should be cited too. Check their github for more info.