Two-Step U-Nets for Brain Tumor Segmentation and Random Forest with Radiomics for Survival Time Prediction.
Soopil KimMiguel LunaPhilip ChikontweSang Hyun ParkPublished in: BrainLes@MICCAI (1) (2019)
Keyphrases
- random forest
- brain tumor segmentation
- random forests
- decision trees
- prediction accuracy
- ensemble methods
- feature set
- fold cross validation
- ensemble classifier
- decision tree learning algorithms
- ensemble learning
- magnetic resonance images
- feature importance
- preprocessing step
- multi label
- machine learning
- test data
- remote sensing
- nearest neighbor
- data mining