Characterization and classification of tumor lesions using computerized fractal-based texture analysis and support vector machines in digital mammograms.
Qi GuoJiaqing ShaoVirginie F. RuizPublished in: Int. J. Comput. Assist. Radiol. Surg. (2009)
Keyphrases
- digital mammograms
- clustered microcalcifications
- texture analysis
- computer aided diagnosis
- breast cancer
- support vector
- mammographic images
- benign and malignant
- receiver operating characteristic
- logistic regression
- texture classification
- computer aided
- classification accuracy
- image analysis
- gray level
- texture discrimination
- feature extraction
- multiresolution
- texture images
- fractal dimension
- texture features
- textural features
- co occurrence
- fractal analysis
- gabor filters
- roc curve
- brodatz textures
- medical images
- gabor filtering
- image features
- neural network
- texture characterization
- training set
- lung nodules
- matching algorithm
- rotation invariant