Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest.
Pablo MesejoRoberto UgolottiStefano CagnoniFerdinando Di CuntoMario GiacobiniPublished in: CBMS (2012)
Keyphrases
- random forest
- deformable models
- automatic segmentation
- histological images
- mr images
- medical images
- nonrigid registration
- brain images
- manual segmentation
- magnetic resonance
- automatically segmenting
- decision trees
- segmentation algorithm
- medical image analysis
- image segmentation
- feature set
- shape prior
- magnetic resonance images
- object boundaries
- prostate cancer
- image intensity
- ensemble methods
- mri data
- human brain
- brain tissue
- anatomical structures
- multi label
- image analysis
- base classifiers
- active appearance models