Computer aided system for breast cancer in digitized mammogram using shearlet band features with LS-SVM classifier.
M. KanchanaP. VaralakshmiPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2016)
Keyphrases
- breast cancer
- computer aided
- svm classifier
- diagnosis of breast cancer
- computer aided diagnosis
- cad systems
- support vector machine
- feature vectors
- support vector
- benign and malignant
- support vector machine svm
- logistic regression
- mammogram images
- image classification
- kernel function
- early detection
- computer aided design
- image analysis
- digital mammography
- svm classification
- breast tissue
- training set
- neural network
- ct scans
- breast cancer detection
- machine learning
- breast cancer patients
- digitized mammograms
- train a support vector machine
- lung nodules
- survival analysis
- feature subset
- image features
- classification accuracy
- feature extraction