A Random Forest Based Approach for One Class Classification in Medical Imaging.
Chesner DésirSimon BernardCaroline PetitjeanLaurent HeuttePublished in: MLMI (2012)
Keyphrases
- random forest
- medical imaging
- x ray
- medical images
- random forests
- decision trees
- feature set
- imaging modalities
- ct images
- anatomical structures
- medical image processing
- image registration
- image segmentation
- medical image analysis
- ensemble methods
- image processing and analysis
- magnetic resonance imaging
- image analysis
- image processing
- shape analysis
- biomedical engineering
- image guided surgery
- ensemble learning
- volumetric data
- computer vision
- multi label
- biomedical imaging
- remote sensing
- prediction accuracy
- ensemble classifier
- machine learning algorithms
- active learning
- learning algorithm