Lung nodule classification combining rule-based and SVM.
Jing ZhangBin LiLianfang TianPublished in: BIC-TA (2010)
Keyphrases
- lung nodules
- support vector machine svm
- support vector
- support vector machine
- svm classifier
- feature vectors
- classification method
- computerized tomography
- feature selection
- ct images
- classification algorithm
- pattern recognition
- machine learning
- decision trees
- improves the classification accuracy
- computer aided diagnosis
- support vector machine classifiers
- feature space
- fold cross validation
- unbalanced data
- fuzzy support vector machine
- generalization ability
- kernel function
- knn
- training set
- training data
- remote sensing
- multi class
- digital mammograms
- classification accuracy
- feature extraction