Random Forest Classification for Hippocampal Segmentation in 3D MR Images.
Rosalia MagliettaNicola AmorosoStefania BrunoAndrea ChincariniGiovanni B. FrisoniPaolo IngleseSabina TangaroAndrea TateoRoberto BellottiPublished in: ICMLA (1) (2013)
Keyphrases
- random forest
- decision trees
- fold cross validation
- feature set
- cancer classification
- random forests
- classification accuracy
- decision tree learning algorithms
- feature importance
- feature selection
- support vector machine
- machine learning
- support vector machine svm
- ensemble classifier
- ensemble methods
- training set
- support vector
- classification models
- medical images
- feature extraction
- class labels
- classification algorithm
- medical imaging
- object recognition
- image classification
- feature space
- ensemble learning
- higher order
- computer vision
- supervised learning
- machine learning methods
- machine learning algorithms
- naive bayes
- training samples