Lung nodule classification utilizing support vector machines.
Wail A. H. MousaMohammad A. U. KhanPublished in: ICIP (3) (2002)
Keyphrases
- lung nodules
- support vector
- classification accuracy
- ct images
- large margin classifiers
- computerized tomography
- support vector machine
- learning machines
- computer aided diagnosis
- generalization ability
- svm classifier
- feature selection
- pattern recognition
- cross validation
- kernel function
- viewpoint
- decision trees
- feature extraction
- binary classification
- feature space
- logistic regression
- support vector machine svm
- supervised learning
- loss function
- image classification
- x ray images
- medical images
- image processing
- naive bayes
- kernel methods
- high quality
- similarity measure
- maximum margin
- image analysis
- machine learning