A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images.
Kamal HammoudaFahmi KhalifaAhmed SolimanHisham AbdeltawabMohammed GhazalMohamed Abou El-GharAhmed HaddadHanan E. DarwishRobert KeyntonAyman El-BazPublished in: ISBI (2020)
Keyphrases
- mr images
- accurate segmentation
- shape prior
- medical images
- deformable models
- magnetic resonance
- intensity distribution
- magnetic resonance images
- graph cuts
- active contours
- object boundaries
- segmentation result
- treatment planning
- shape model
- active shape model
- level set
- model based segmentation
- image segmentation
- mri data
- prostate cancer
- image data
- object segmentation
- active contour model
- shape variations
- user interaction
- energy function
- intensity inhomogeneity
- intensity information
- global optimization
- soft tissue
- segmentation method
- gray level
- segmentation algorithm
- energy minimization
- statistical models
- medical imaging
- maximum likelihood
- image analysis
- multiscale