A Voting Ensemble Method to Assist the Diagnosis of Prostate Cancer Using Multiparametric MRI.
Patrick RileyIván OlierMarc ReaPaulo LisboaSandra Ortega-MartorellPublished in: WSOM+ (2019)
Keyphrases
- prostate cancer
- ensemble methods
- low grade
- mr images
- prediction accuracy
- magnetic resonance spectroscopy
- prostate biopsy
- benchmark datasets
- decision trees
- medical image analysis
- machine learning methods
- magnetic resonance images
- medical images
- random forest
- base classifiers
- dce mri
- computer aided
- ensemble learning
- image guided
- magnetic resonance imaging
- magnetic resonance
- deformable registration
- manual segmentation
- mri data
- radiation therapy
- prostate segmentation
- image data
- medical imaging
- brain tumors
- graph cuts
- feature vectors