Shape-based and texture-based feature extraction for classification of microcalcifications in mammograms.
Hamid Soltanian-ZadehSiamak Pourabdollah-NezhadFarshid Rafiee RadPublished in: Medical Imaging: Image Processing (2001)
Keyphrases
- digitized mammograms
- digital mammograms
- breast cancer
- mammographic images
- detection of clustered microcalcifications
- clustered microcalcifications
- microcalcification clusters
- level set
- texture features
- textural features
- shape features
- computer aided diagnosis
- object recognition
- shape representation
- early detection of breast cancer
- object detection
- distance maps
- benign and malignant
- mammogram images
- receiver operating characteristic
- logistic regression
- machine learning
- breast tissue
- resolution enhancement
- data sets
- feature extraction
- face recognition
- computer vision