Weighted Contourlet Parametric (WCP) Feature Based Breast Tumor Classification from B-Mode Ultrasound Image

no code implementations • 11 Feb 2021 • Shahriar Mahmud Kabir, Md. Sayed Tanveer, ASM Shihavuddin, Mohammed Imamul Hassan Bhuiyan

Specifically, with the support vector machine and k-nearest-neighbor classifier, very high accuracies of 97. 2% and 97. 55% can be obtained for the Mendeley Data and Dataset B, respectively, using the weighted contourlet parametric images. The reported classification performance is also compared with that of other works using the datasets employed in this paper.

General Classification