Breast density classification to reduce false positives in CADe systems.
Noelia VállezGloria Bueno GarcíaOscar DénizJulian DoradoJosé Antonio Seoane FernándezAlejandro PazosCarlos PastorPublished in: Comput. Methods Programs Biomed. (2014)
Keyphrases
- false positives
- false negative
- classification systems
- false positive rate
- detection rate
- true positive
- breast cancer diagnosis
- low false positive rate
- machine learning
- false alarms
- pattern recognition
- feature vectors
- feature selection
- complex systems
- text classification
- supervised learning
- distributed systems
- computer aided detection
- training samples
- support vector machine
- classification accuracy
- training set
- expert systems
- breast tissue
- automatic classification
- mammogram images
- pattern classification
- breast cancer
- retrieval systems
- classification algorithm
- support vector machine svm
- computer systems
- management system
- moving objects
- support vector
- video sequences
- feature extraction
- decision trees