Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models.
Feriel KhellafSarah LeclercJason D. VoorneveldRaja Sekhar BandaruJohan G. BoschOlivier BernardPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- random forests
- active shape model
- random forest
- decision trees
- logistic regression
- ensemble methods
- shape model
- machine learning algorithms
- decision tree ensembles
- ultrasound images
- feature set
- multi label
- segmentation algorithm
- data sets
- coarse to fine
- object boundaries
- higher order
- facial features
- loss function
- base classifiers
- image registration
- support vector
- active appearance models
- image sequences