Pseudo CT estimation from MRI using patch-based random forest.
Xiaofeng YangYang LeiHui-Kuo ShuPeter RossiHui MaoHyunsuk ShimWalter J. CurranTian LiuPublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- random forest
- medical images
- magnetic resonance imaging
- random forests
- decision trees
- medical imaging
- feature set
- mri images
- ensemble methods
- fold cross validation
- computer tomography
- x ray
- mr images
- feature importance
- magnetic resonance images
- ct images
- rotation forest
- ensemble learning
- computed tomography
- multislice
- decision tree learning algorithms
- machine learning
- training data
- high resolution
- multi class