Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging

Resources

• MICCAI 2021
• paper (arxiv)

Requirements

• python 3.8
• pytorch 1.4
• pyyaml
• tqdm
• scikit-image

Run Demo

python demo.py

Examples

noisy	denoised	reference

Citation

@inproceedings{xu2021deformed2self,
  title={Deformed2self: Self-supervised denoising for dynamic medical imaging},
  author={Xu, Junshen and Adalsteinsson, Elfar},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={25--35},
  year={2021},
  organization={Springer}
}

Contact

For questions, please send an email to junshen@mit.edu