Diffusion Probabilistic Models beat GANs on Medical Images.
Gustav Müller-FranzesJan Moritz NiehuesFiras KhaderSoroosh Tayebi ArastehChristoph HaarburgerChristiane KuhlTianci WangTianyu HanSven NebelungJakob Nikolas KatherDaniel TruhnPublished in: CoRR (2022)
Keyphrases
- medical images
- probabilistic model
- anatomical structures
- graphical models
- medical imaging
- medical image segmentation
- deformable models
- computer aided diagnosis
- medical image analysis
- mr images
- imaging modalities
- image intensity
- region of interest
- magnetic resonance
- magnetic resonance imaging
- magnetic resonance images
- bayesian networks
- computed tomography
- multi modality
- medical data
- x ray images
- language model
- ct images
- brain images
- biomedical images
- medical diagnosis
- soft tissue
- mri images
- markov random field
- image data
- clinical practice
- image database
- expectation maximization