Malignant and nonmalignant classification of breast lesions in mammograms using convolutional neural networks.
Enas M. F. El HoubyNisreen I. R. YassinPublished in: Biomed. Signal Process. Control. (2021)
Keyphrases
- breast tissue
- benign and malignant
- digital mammograms
- breast cancer
- mammographic images
- computer aided detection
- digitized mammograms
- tissue classification
- textural features
- computer aided diagnosis
- lung nodules
- convolutional neural networks
- discriminating power
- breast mri
- breast cancer diagnosis
- quantitative evaluation
- cad systems
- tissue characterization
- early detection of breast cancer
- mammogram images
- early detection
- decision trees
- malignant melanoma
- pulmonary nodules
- roc analysis
- feature selection
- dce mri
- receiver operating characteristic
- texture features
- classification accuracy
- feature space
- face recognition
- pectoral muscle