Classification of Benign and Malignant Breast Masses Based on Shape and Texture Features in Sonography Images.
Fahimeh Sadat ZakeriHamid BehnamNasrin AhmadinejadPublished in: J. Medical Syst. (2012)
Keyphrases
- benign and malignant
- lung nodules
- texture features
- breast tissue
- textural features
- texture information
- digital mammograms
- computer aided diagnosis
- breast cancer
- early detection of breast cancer
- gabor filtering
- texture feature extraction
- gabor filters
- digitized mammograms
- shape features
- image features
- feature vectors
- ct images
- color features
- texture analysis
- dce mri
- image analysis
- x ray images
- feature extraction
- pulmonary nodules
- feature set
- lung cancer
- local binary pattern
- medical images
- computer vision
- gabor wavelets
- computer aided
- cad systems
- image data
- feature selection
- receiver operating characteristic
- gray level
- machine learning
- shape analysis
- x ray
- tissue classification
- edge detection
- classification accuracy
- object recognition
- image segmentation