Predicting a multi-parametric probability map of active tumor extent using random forests.
Fred W. PriorSarah Jost FoukeTammie L. BenzingerAlicia BoydMichael ChicoineSharath R. CholletiMatthew KelseyBart KeoghLauren KimMikhail MilchenkoDavid G. PolitteStephen TyreeKilian Q. WeinbergerDaniel S. MarcusPublished in: EMBC (2013)
Keyphrases
- random forests
- random forest
- logistic regression
- decision trees
- ensemble methods
- machine learning algorithms
- breast cancer
- decision tree ensembles
- regression trees
- tree ensembles
- classification and regression trees
- depth images
- regression forests
- artificial neural networks
- naive bayes
- pairwise
- image segmentation
- genetic algorithm
- machine learning
- base classifiers
- data mining
- neural network
- randomized trees
- data sets