Random forest classification of large volume structures for visuo-haptic rendering in CT images.
André MastmeyerDirk FortmeierHeinz HandelsPublished in: Medical Imaging: Image Processing (2016)
Keyphrases
- random forest
- ct images
- lung nodules
- decision trees
- feature set
- fold cross validation
- computed tomography
- cancer classification
- medical images
- classification accuracy
- medical imaging
- decision tree learning algorithms
- ct scans
- pattern recognition
- feature selection
- supervised learning
- machine learning
- ensemble methods
- image classification
- ensemble classifier
- feature vectors
- multislice
- base classifiers
- multi label
- active shape model
- volume rendering
- treatment planning
- class labels
- support vector machine svm
- region of interest
- training samples
- computer aided diagnosis
- training data
- three dimensional