Research Article

A Benign and Malignant Breast Tumor Classification Method via Efficiently Combining Texture and Morphological Features on Ultrasound Images

Table 5

The accuracy (%) based on breast ultrasound image preprocessing.

Accuracy (%)Features
LBPHOGGLCMLBP + HOG+GLCM

Before preprocessing81.1180.0071.1182.22
After preprocessing85.5681.1178.8986.67