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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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How to generate MRI image to Synthetic CT? #8

Open BIBI-bebop opened 3 weeks ago

BIBI-bebop commented 3 weeks ago

I have an MRI image and I want to generate it into sCT. Is it possible without training imageTs and imageTr? please answer me ,thank you sir. P.S. I am not a professional in coding lol.

shaoyanpan commented 3 weeks ago

Hi, what do you mean? You don't have the MRI and the corresponding CT (paired data) to train the model?

BIBI-bebop commented 3 weeks ago

Hi, what do you mean? You don't have the MRI and the corresponding CT (paired data) to train the model?

Yes, I have only MRI. Thank you for your reply Mr.

shaoyanpan commented 3 weeks ago

I think this is a unsupvised synthesis. But my model aims for supervised synthesis. Maybe you need CycleGAN?

BIBI-bebop commented 2 weeks ago

I think this is a unsupvised synthesis. But my model aims for supervised synthesis. Maybe you need CycleGAN?

I’m student interested in using your model to generate synthetic CT images from MRI images without additional training. Would you mind if I asked for use your pre-trained model. Many thanks for your assistance, I appreciate the information and advice you have shared Mr.