The wisdom of the commons: ensemble tree classifiers for prostate cancer prognosis.
James A. KoziolAnne C. FengZhenyu JiaYipeng WangSeven GoodisonMichael McClellandDan MercolaPublished in: Bioinform. (2009)
Keyphrases
- medical images
- prostate cancer
- mr images
- medical image analysis
- decision tree classifiers
- ensemble learning
- ensemble classifier
- cancer patients
- classifier ensemble
- training data
- training set
- pruning algorithm
- medical imaging
- prognostic models
- machine learning methods
- ensemble methods
- image guided
- deformable registration
- cancer detection
- decision trees
- feature selection
- classification trees
- radiation therapy
- naive bayes
- prostate segmentation
- computer aided
- prostate biopsy
- class labels
- neural network
- magnetic resonance spectroscopy
- random forest
- breast cancer
- learning algorithm