Structured Random Forests for Myocardium Delineation in 3D Echocardiography.
João S. DomingosRichard V. StebbingPaul LeesonJ. Alison NoblePublished in: MLMI (2014)
Keyphrases
- random forests
- left ventricle
- random forest
- logistic regression
- ensemble methods
- decision trees
- machine learning algorithms
- cardiac cycle
- fully automatic
- tree ensembles
- randomized trees
- left ventricular
- decision tree ensembles
- head pose estimation
- automatic segmentation
- motion analysis
- structured data
- regression forests
- patient specific
- segmentation algorithm
- fitness function
- artificial neural networks
- relational databases