A 3D generative model of pathological multi-modal MR images and segmentations.
Virginia FernandezWalter Hugo Lopez PinayaPedro BorgesMark S. GrahamTom VercauterenM. Jorge CardosoPublished in: CoRR (2023)
Keyphrases
- multi modal
- generative model
- mr images
- manual segmentation
- medical images
- brain mr images
- magnetic resonance
- magnetic resonance images
- probabilistic model
- segmentation result
- image data
- brain tissue
- mri data
- em algorithm
- anatomical structures
- prior knowledge
- medical image analysis
- deformable models
- medical imaging
- brain images
- semi supervised
- high dimensional
- imaging modalities
- brain tumors
- image segmentation
- brain structures
- magnetic resonance imaging
- feature selection
- image intensity
- expectation maximization
- co occurrence
- image registration
- image processing