Texture feature extraction methods for microcalcification classification in mammograms.
Hamid Soltanian-ZadehSiamak Pourabdollah-NezhadFarshid Rafiee RadPublished in: Medical Imaging: Image Processing (2000)
Keyphrases
- digital mammograms
- breast cancer
- breast cancer diagnosis
- mammographic images
- pattern recognition
- feature selection
- mammogram images
- feature extraction
- classification scheme
- image classification
- automatic classification
- classification method
- pattern classification
- feature space
- digital mammography
- classification accuracy
- machine learning
- classification models
- benign and malignant
- digitized mammograms
- texture information
- microcalcification clusters
- texture analysis
- classification algorithm
- support vector machine
- support vector
- decision trees
- texture images
- class labels
- support vector machine svm
- text classification
- distance measure
- supervised learning
- multiresolution
- feature vectors