Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model.
Shaoyan PanElham AboueiJacob F. WynneTonghe WangRichard L. J. QiuYuheng LiChih-Wei ChangJunbo PengJustin RoperPretesh PatelDavid S. YuHui MaoXiaofeng YangPublished in: CoRR (2023)
Keyphrases
- diffusion model
- denoising
- medical images
- magnetic resonance imaging
- mri images
- anisotropic diffusion
- magnetic resonance images
- image denoising
- diffusion models
- medical imaging
- diffusion tensor
- information diffusion
- computer tomography
- mri data
- computed tomography
- diffusion process
- mri brain
- natural images
- x ray
- mr images
- image processing
- multislice
- ct images
- partial differential equations
- decision making
- laplace transform
- computer vision
- ct scans
- image data
- high resolution