Statistical block-based DWT features for digital mammograms classification.
Sanae BerrahoSamira El MargaeMounir Ait KerroumYoussef FakhriPublished in: SITA (2014)
Keyphrases
- digital mammograms
- benign and malignant
- feature vectors
- classification accuracy
- feature set
- feature extraction
- classification method
- mammographic images
- breast cancer
- training set
- pattern recognition
- svm classifier
- supervised learning
- digitized mammograms
- receiver operating characteristic
- co occurrence
- wavelet transform
- discrete wavelet transform
- feature space
- digital mammography
- logistic regression
- image features
- support vector machine
- multiresolution
- feature subset
- support vector
- multimedia
- feature selection
- search engine