daviddmc / Deform2Self

Deform2Self

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Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging

Resources

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

About

Deform2Self

License:MIT License


Languages

Language:Python 100.0%