Benign and malignant breast tumors classification based on region growing and CNN segmentation.
Rahimeh RouhiMehdi JafariShohreh KasaeiPeiman KeshavarzianPublished in: Expert Syst. Appl. (2015)
Keyphrases
- region growing
- digital mammograms
- benign and malignant
- segmentation method
- image segmentation
- segmentation algorithm
- edge detection
- color image segmentation
- lung nodules
- segmentation result
- pixel classification
- breast cancer
- dce mri
- watershed transform
- machine learning
- active contour model
- classification accuracy
- decision trees
- ultrasound images
- level set
- breast tissue
- image processing
- feature extraction
- data sets
- computer aided diagnosis
- segmented images
- image analysis
- multiscale
- similarity measure
- automatic segmentation
- shape analysis
- distance measure
- feature selection
- text classification