A Fusion-Based Approach for Breast Ultrasound Image Classification Using Multiple-ROI Texture and Morphological Analyses

Figure 2

Overview of conventional tumor classification in which texture features are extracted from a single ROI that encloses the tumor and morphological features are computed based on the tumor outline. Both groups of features are processed using feature selection and classification to differentiate benign and malignant tumors.