A 3D Generative Model of Pathological Multi-modal MR Images and Segmentations.
Virginia FernandezWalter Hugo Lopez PinayaPedro BorgesMark S. GrahamTom VercauterenM. Jorge CardosoPublished in: DGM4MICCAI (2023)
Keyphrases
- generative model
- multi modal
- mr images
- manual segmentation
- medical images
- brain mr images
- magnetic resonance
- probabilistic model
- magnetic resonance images
- segmentation result
- image data
- semi supervised
- mri data
- prior knowledge
- brain tumors
- em algorithm
- image segmentation
- brain tissue
- medical imaging
- image intensity
- brain images
- expectation maximization
- medical image analysis
- anatomical structures
- deformable models
- high dimensional
- computer vision
- automatic segmentation
- imaging modalities
- feature extraction
- brain structures