BreastReg
About
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.
Dependencies
- PyTorch
- NumPy
- SciPy
- Matplotlib
- SimpleITK
- Pandas
- PyTorch-Summary
Limitations
The software was tested on Ubuntu 18.04 LTS and Python version >=3.7.x.
Acknowledgmnets
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)