Modeling radiation-induced lung injury risk with an ensemble of support vector machines.
Todd W. SchillerYixin ChenIssam El-NaqaJoseph O. DeasyPublished in: Neurocomputing (2010)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- lung cancer patients
- feature selection
- lung cancer
- ensemble learning
- x ray
- neural network
- radiation doses
- logistic regression
- support vector machine
- classification accuracy
- image analysis
- decision making
- ct images
- radial basis function
- ensemble methods
- risk management
- data sets
- kernel function
- random forest
- training data
- feature ranking
- computed tomography images
- machine learning