Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography.
Victor S. LempitskyMichael VerhoekJ. Alison NobleAndrew BlakePublished in: FIMH (2009)
Keyphrases
- random forest
- decision trees
- fold cross validation
- feature set
- random forests
- cancer classification
- classification accuracy
- ensemble classifier
- image classification
- decision tree learning algorithms
- left ventricle
- ensemble methods
- feature importance
- support vector
- multi label
- fully automatic
- machine learning
- classification models
- support vector machine
- ensemble learning
- class labels
- text classification
- nearest neighbor
- feature vectors
- classification algorithm
- training data
- feature extraction
- naive bayes