The repository contains part of the software used to obtain the results for article entitled "Semi-Supervised Deep Learning-based Image Registration Method with Volume Penalty for Real-time Breast Tumor Bed Localization" (Under Review). The purpose of the repository is to make the results as reproducible as possible. Please contact us in case of any technical problems.

• PyTorch
• NumPy
• SciPy
• Matplotlib
• SimpleITK
• Pandas
• PyTorch-Summary

The software was tested on Ubuntu 18.04 LTS and Python version >=3.7.x.

If you found the software useful please cite:

• Marek Wodzinski, Izabela Ciepiela, Piotr Kedzierawski, Tomasz Kuszewski, Andrzej Skalski, Semi-Supervised Deep Learning-based Image Registration Method with Volume Penalty for Real-time Breast Tumor Bed Localization. (In Review)