A CNN based method for automatic mass detection and classification in mammograms.
Ayelet Akselrod-BallinLeonid KarlinskySharon AlpertSharbell Y. HasoulRami Ben-AriElla BarkanPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2019)
Keyphrases
- detection method
- classification accuracy
- fully automatic
- classification method
- preprocessing
- classification process
- support vector machine svm
- machine learning
- significant improvement
- image classification
- benchmark data sets
- pattern classification
- semi automatic
- unsupervised learning
- support vector machine
- dynamic programming
- classification procedure
- classification scheme
- objective function
- machine learning methods
- classification algorithm
- training samples
- knn
- high accuracy
- pairwise
- feature selection
- decision trees
- similarity measure
- cost function
- pattern recognition
- segmentation method
- support vector
- data sets
- mutual information
- cross validation
- classification rate
- features extraction
- training set