Computer-Aided Lung Nodule Recognition by SVM Classifier Based on Combination of Random Undersampling and SMOTE.
Yuan SuiYing WeiDa-Zhe ZhaoPublished in: Comput. Math. Methods Medicine (2015)
Keyphrases
- computer aided
- lung nodules
- computer aided diagnosis
- computerized tomography
- class imbalance
- support vector
- imbalanced data
- cad systems
- support vector machine svm
- object recognition
- diagnosis of breast cancer
- imbalanced datasets
- computer aided design
- pattern recognition
- image analysis
- support vector machine
- early diagnosis
- ct images
- training set
- process planning
- training data
- class distribution
- svm classifier
- multi class
- knn
- ct scans
- image processing
- feature selection
- machine learning
- svm classification
- neural network
- decision trees
- cost sensitive learning
- feature extraction
- kernel function
- feature space
- multi view
- medical images
- active learning
- feature vectors