A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI.
Yuheng FanHanxi LiaoShiqi HuangYimin LuoHuazhu FuHaikun QiPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- magnetic resonance imaging
- brain white matter
- magnetic resonance images
- graphical models
- medical images
- bayesian inference
- generative model
- diffusion process
- anisotropic diffusion
- diffusion weighted
- mr images
- mri data
- latent variables
- hidden variables
- brain scans
- bayesian networks
- conditional random fields
- expectation maximization
- language model
- mri images
- white matter
- brain tissue
- diffusion processes
- high resolution
- medical imaging
- tensor field
- probabilistic modeling
- fiber bundles
- image analysis
- scale space
- information diffusion
- diffusion equation
- brain tumors
- corpus callosum
- mr imaging
- multiscale