ROC operating point selection for classification of imbalanced data with application to computer-aided polyp detection in CT colonography.
Bowen SongGuopeng ZhangWei ZhuZhengrong LiangPublished in: Int. J. Comput. Assist. Radiol. Surg. (2014)
Keyphrases
- computer aided
- ct colonography
- computer aided detection
- polyp detection
- cad systems
- pulmonary nodules
- imbalanced data
- computer aided diagnosis
- computer assisted
- lung nodules
- breast cancer
- decision trees
- computer aided design
- class imbalance
- feature selection
- image analysis
- support vector machine svm
- classification models
- random forest
- ct scans
- machine learning
- support vector machine
- image processing
- pattern recognition
- roc curve
- classification accuracy
- text classification
- feature space
- training data
- ct images
- neural network