Bounded-abstaining classification for breast tumors in imbalanced ultrasound images.
Hongjiao GuanYingtao ZhangHeng-Da ChengXianglong TangPublished in: Int. J. Appl. Math. Comput. Sci. (2020)
Keyphrases
- ultrasound images
- breast tumors
- digital mammograms
- roc analysis
- numerical data
- breast cancer
- fractal analysis
- automated detection
- ultrasonic images
- edge detection
- receiver operating characteristic
- computer vision
- spectrum analysis
- data sets
- class imbalance
- fractal dimension
- class distribution
- class labels
- supervised learning
- support vector machine
- feature selection