VEUS

Code for "Virtual elastography ultrasound via generate adversarial network for breast cancer diagnosis".

If you find this work useful in your research, please cite

@article{yao2023virtual,
  title={Virtual elastography ultrasound via generative adversarial network for breast cancer diagnosis},
  author={Yao, Zhao and Luo, Ting and Dong, YiJie and Jia, XiaoHong and Deng, YinHui and Wu, GuoQing and Zhu, Ying and Zhang, JingWen and Liu, Juan and Yang, LiChun and others},
  journal={Nature Communications},
  volume={14},
  number={1},
  pages={788},
  year={2023},
  publisher={Nature Publishing Group UK London}
}

Prerequisites

• python=3.6
• pytorch=1.10.0
• CUDA= 10.2
• torchvision=0.11.1
• other dependencies (e.g., visdom, dominate)

Getting start

• clone this repository:

git clone git@github.com:yyyzzzhao/VEUS.git

Usage

python train.py

We partially borrowed the Pix2pix model for this project, many thanks to the author.