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shaoyanpan / Synthetic-CT-generation-from-MRI-using-3D-transformer-based-denoising-diffusion-model

This is the repository for the paper published in Medical Physics: "Synthetic CT generation from MRI using 3D transformer-based denoising diffusion model".
https://aapm.onlinelibrary.wiley.com/doi/abs/10.1002/mp.16847
MIT License
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2D unpaired MR2CT #1

Open HBB0517 opened 3 months ago

HBB0517 commented 3 months ago

dear author,i want to konw dose this repo can deal 2D unpaired MR2CT image?

shaoyanpan commented 3 months ago

Hi, I think this one cannot do unpaired MR2CT. But it can do 2D paired MR2CT.

HBB0517 commented 3 months ago

thanks for your reply.!do you konw what medical diffudsion model suit for this unpaired task ? except syndiff

shaoyanpan commented 3 months ago

Sorry for the late response. I think "UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models" and "EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations" could be helpful.