MRI Brain Tumor Segmentation and Patient Survival Prediction Using Random Forests and Fully Convolutional Networks.
Mohammadreza SoltaninejadLei ZhangTryphon LambrouGuang YangNigel M. AllinsonXujiong YePublished in: BrainLes@MICCAI (2017)
Keyphrases
- random forests
- brain tumor segmentation
- survival prediction
- magnetic resonance images
- random forest
- ensemble methods
- decision trees
- machine learning algorithms
- magnetic resonance imaging
- logistic regression
- tree ensembles
- medical images
- lung cancer
- gene expression
- medical imaging
- randomized trees
- prediction accuracy
- mr images
- data sets
- classification accuracy
- clinical data
- decision tree ensembles
- data analysis