3d medical image-synthesis image-generation wavelet-transform image-to-image-translation en arxiv:2402.19043 arxiv:2411.17203 license:mit region:us
---
language:
- en
license: mit
tags:
- 3d
- medical
- image-synthesis
- image-generation
- wavelet-transform
- image-to-image-translation
arxiv: 2411.17203
---

# cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis
This is the officical model repository of the paper "[**cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis**](https://arxiv.org/abs/xxxx.xxxxx)" by Paul Friedrich, Alicia Durrer, Julia Wolleb and Philippe C. Cattin.

This work builds on our paper "[WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis](https://arxiv.org/abs/2402.19043)". For more information, we refer to this [project page](https://pfriedri.github.io/wdm-3d-io/).
## Origial GitHub repository
If you want to use the pre-trained models provided in this repository, download the model weights and follow the instructions in the official [GitHub repository](https://github.com/pfriedri/cwdm).

## Citation
If you find this work useful, please cite:
```bibtex
@article{friedrich2024cwdm,
         title={cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis},
         author={Paul Friedrich and Alicia Durrer and Julia Wolleb and Philippe C. Cattin},
         year={2024},
         journal={arXiv preprint arXiv:2411.17203}}
```