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cwdm
pfriedri/cwdm
cwdm is a machine learning model from pfriedri. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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.
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Updated Nov 27, 2024
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At a glance
- License
- mit
- Access
- Public
- Created
- Nov 26, 2024
- Updated
- Nov 27, 2024
- SHA
- 50bea815
Model card
From the Hugging Face model README
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}}
- License
- mit
- Languages
- en
- Created
- Nov 26, 2024
- Updated
- Nov 27, 2024