metadata

license: mit
language:
  - en
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" 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". For more information, we refer to this project page.

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.

Citation

If you find this work useful, please cite:

@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}}