/VEUS

code for ‘Virtual elastography ultrasound via generate adversarial network for breast cancer diagnosis’

Primary LanguagePython

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}
}

'paper abstract'

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.