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--- |
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license: mit |
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language: |
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- en |
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tags: |
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- 3d |
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- medical |
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- image-synthesis |
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- image-generation |
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- wavelet-transform |
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- image-to-image-translation |
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arxiv: 2411.17203 |
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--- |
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# cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis |
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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. |
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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/). |
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## Origial GitHub repository |
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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). |
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## Citation |
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If you find this work useful, please cite: |
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```bibtex |
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@article{friedrich2024cwdm, |
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title={cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis}, |
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author={Paul Friedrich and Alicia Durrer and Julia Wolleb and Philippe C. Cattin}, |
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year={2024}, |
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journal={arXiv preprint arXiv:2411.17203}} |
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``` |
