README.md

---
license: mit
language:
  - en
tags:
  - diffusion
  - medical
  - inpainting
  - 3d
  - fast
---


# fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting

This is the official model repository of the paper "[**fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting**](https://link.springer.com/chapter/10.1007/978-3-032-05472-2_17)" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler. It was presented in the DGM4MICCAI workshop at MICCAI 2025.

## GitHub Repository
Download the pretrained model (fastWDM3D, T = 2, trained for 120000 iterations) here from the "Files and versions" tab and use the corresponding code provided in the official [GitHub repository](https://github.com/AliciaDurrer/fastWDM3D).

## Citation
If you use this work, please cite:
```bibtex
@inproceedings{durrer2025fastwdm3d,
  title={fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting},
  author={Durrer, Alicia and Bieder, Florentin and Friedrich, Paul and Menze, Bjoern and Cattin, Philippe C and Kofler, Florian},
  booktitle={MICCAI Workshop on Deep Generative Models},
  pages={171--181},
  year={2025},
  organization={Springer}
}
```