Classification of Microcalcification Clusters in Digital Mammograms Using a Stack Generalization Based Classifier.
Nashid AlamErika R. E. DentonReyer ZwiggelaarPublished in: J. Imaging (2019)
Keyphrases
- microcalcification clusters
- digital mammograms
- clustered microcalcifications
- breast cancer
- classification method
- classification scheme
- class labels
- classification process
- classification rate
- early stage
- decision trees
- mammographic images
- classification algorithm
- support vector
- support vector machine
- feature space
- benign and malignant
- feature set
- svm classifier
- feature selection
- training set
- receiver operating characteristic
- feature vectors
- training data
- classification accuracy
- binary classifiers
- computer aided diagnosis
- training samples
- benchmark datasets
- classifier combination
- pixel classification
- text classification
- digital mammography
- support vector machine svm