Automatic breast parenchymal density classification integrated into a CADe system.
Gloria Bueno GarcíaNoelia VállezOscar DénizPablo EsteveMiguel A. RiendaMaría AriasCarlos PastorPublished in: Int. J. Comput. Assist. Radiol. Surg. (2011)
Keyphrases
- breast tissue
- classification accuracy
- breast cancer
- statistical classification
- feature extraction
- classification algorithm
- support vector
- pattern recognition
- breast cancer diagnosis
- classification scheme
- classification systems
- support vector machine svm
- semi automatic
- pattern classification
- automatic classification
- interstitial lung
- tissue classification
- benign and malignant
- machine learning
- feature selection
- model selection
- digital mammograms
- decision trees
- textural features
- features extraction
- classification process
- feature vectors
- supervised learning
- machine learning methods
- classification method
- image classification
- text classification
- support vector machine
- classification models
- training set
- feature set
- discriminating power
- feature space
- mammographic images
- learning algorithm
- unsupervised learning
- provide additional information
- neural network