Automatic Heart and Vessel Segmentation Using Random Forests and a Local Phase Guided Level Set Method.
Chunliang WangQian WangÖrjan SmedbyPublished in: RAMBO+HVSMR@MICCAI (2016)
Keyphrases
- random forests
- level set method
- vessel segmentation
- image segmentation
- topology preserving
- level set
- random forest
- region growing
- active contours
- decision trees
- logistic regression
- ensemble methods
- active contour model
- machine learning algorithms
- blood vessels
- decision tree ensembles
- energy functional
- deformable models
- retinal images
- semi automatic
- fully automatic
- neural network
- segmentation method
- prediction accuracy
- pairwise
- geometric deformable models
- learning algorithm