Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model.
Yuanwei LiChin Pang HoNavtej ChahalRoxy SeniorMeng-Xing TangPublished in: MICCAI (3) (2016)
Keyphrases
- shape model
- random forests
- shape prior
- energy function
- active shape
- random forest
- statistical shape model
- shape variations
- level set segmentation
- anatomical structures
- deformable shapes
- decision trees
- ensemble methods
- active shape model
- logistic regression
- machine learning algorithms
- left ventricle
- level set
- segmentation algorithm
- shape constraints
- image segmentation
- object segmentation
- segmentation method
- shape variability
- decision tree ensembles
- pose variations
- shape representation
- fully automatic
- graph cuts
- markov random field
- multi class
- active appearance models
- deformable models
- ground truth data
- active contours
- image analysis