Probabilistic lung nodule classification with belief decision trees.
Dmitry ZinovevJonathan FeigenbaumJacob D. FurstDaniela RaicuPublished in: EMBC (2011)
Keyphrases
- lung nodules
- decision trees
- ct images
- computerized tomography
- classification models
- predictive accuracy
- classification accuracy
- machine learning
- machine learning algorithms
- decision rules
- classification rules
- associative classifiers
- probability theory
- high quality
- classification trees
- computer aided diagnosis
- x ray images
- bayesian networks
- classification algorithm
- logistic regression
- probabilistic model
- training set
- x ray
- semi supervised
- rule induction
- support vector machine
- early detection
- feature construction
- decision tree algorithm
- image segmentation
- pattern recognition