Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape prior.
Gabriel MaicasGustavo CarneiroAndrew P. BradleyPublished in: ISBI (2017)
Keyphrases
- globally optimal
- shape prior
- dce mri
- graph cuts
- active contour model
- semantic segmentation
- superpixels
- object segmentation
- segmentation algorithm
- energy function
- object boundaries
- anatomical structures
- energy minimization
- active contours
- mri data
- shape model
- segmentation method
- breast cancer
- markov random field
- level set
- image segmentation
- conditional random fields
- contrast enhancement
- prostate cancer
- statistical models
- energy functional
- region growing
- deformable models
- computer aided diagnosis
- computer vision
- magnetic resonance images
- magnetic resonance imaging
- object categories
- higher order
- image analysis
- data sets
- bayesian framework
- high resolution
- pairwise