Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM.
Fernando Soares Sérvulo de OliveiraAntonio Oseas de Carvalho FilhoAristófanes Corrêa SilvaAnselmo Cardoso de PaivaMarcelo GattassPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- digital mammograms
- digital mammography
- mammographic images
- benign and malignant
- digitized mammograms
- mammogram images
- clustered microcalcifications
- support vector machine svm
- support vector
- receiver operating characteristic
- support vector machine
- generalization ability
- classification method
- breast cancer
- feature selection
- multi class
- decision trees
- svm classifier
- textural features
- feature vectors
- roc curve
- kernel function
- image features
- knn
- query processing