Multi-class brain segmentation using atlas propagation and EM-based refinement.
Christian LedigRobin WolzPaul AljabarJyrki LötjönenRolf A. HeckemannAlexander HammersDaniel RueckertPublished in: ISBI (2012)
Keyphrases
- multi class
- brain segmentation
- mr images
- subcortical structures
- manual segmentation
- anatomical structures
- brain images
- magnetic resonance imaging
- support vector machine
- expectation maximization
- brain tissue
- pairwise
- cost sensitive
- medical images
- multi class classification
- binary classification
- automatic segmentation
- multiple classes
- magnetic resonance
- em algorithm
- ground truth
- error correcting output codes
- mri data
- binary classifiers
- magnetic resonance images
- gold standard
- object detection
- feature selection
- multi class object detection
- multi class boosting
- multi class problems
- brain tumors
- fully automated
- feature set
- semi supervised
- probabilistic model
- image segmentation