Classification of mammographic masses using support vector machines and Bayesian networks.
Maurice SamulskiNico KarssemeijerPeter J. F. LucasPerry GrootPublished in: Medical Imaging: Computer-Aided Diagnosis (2007)
Keyphrases
- bayesian networks
- classification systems
- classification accuracy
- computer aided diagnosis
- breast cancer
- machine learning
- benchmark datasets
- feature vectors
- mammogram images
- classification scheme
- image classification
- image analysis
- support vector
- feature extraction
- text classification
- probabilistic classifiers
- feature space
- computer aided detection
- pattern recognition
- pattern classification
- classification models
- decision trees
- classification algorithm
- cost sensitive
- structure learning
- classification method
- bayesian network classifiers
- learning to classify
- model selection
- multi class
- digitized mammograms