A Single Sided Edge Marking Method for Detecting Pectoral Muscle in Digital Mammograms
Journal Title: Engineering, Technology & Applied Science Research - Year 2018, Vol 8, Issue 1
Abstract
In the computer-assisted diagnosis of breast cancer, the removal of pectoral muscle from mammograms is very important. In this study, a new method, called Single-Sided Edge Marking (SSEM) technique, is proposed for the identification of the pectoral muscle border from mammograms. 60 mammograms from the INbreast database were used to test the proposed method. The results obtained were compared for False Positive Rate, False Negative Rate, and Sensitivity using the ground truth values pre-determined by radiologists for the same images. Accordingly, it has been shown that the proposed method can detect the pectoral muscle border with an average of 95.6% sensitivity.
Authors and Affiliations
G. Toz, P. Erdogmus
Keywords
Related Articles
- EP ID EP155709
- DOI -
- Views 232
- Downloads 0
A Mathematical Approximation of the Left-sided Truncated Normal Distribution Using the Cadwell Approximation Model
In the case that life distribution of new devices follows the normal distribution, the life distribution of the same brand used devices follows left-sided truncated normal distribution. In spite of many mathematical mode...
Brittleness and Packing Density Effects on Blast-hole Cuttings Yield of Selected Rocks
This paper evaluates brittleness and packing density to analysis their effects on blast-hole cutting yield for three selected rocks in Nigeria. Brittleness test (S20) was carried out in accordance with Norwegian Soil and...
A Cloud Associated Smart Grid Admin Dashboard
Intelligent smart grid system undertakes electricity demand in a sustainable, reliable, economical and environmentally friendly manner. As smart grid involves, it has the liability of meeting the changing consumer needs...
Buckling Stability Assessment of Plates with Various Boundary Conditions Under Normal and Shear Stresses
In the present paper, the buckling behavior of plates subjected to shear and edge compression is investigated. The effects of the thickness, slenderness ratio and plate aspect ratio are investigated numerically. Effects...
Current-mode CMOS Active Inductor with Applications to Low-Voltage Oscillators
This paper investigates a current mode active inductor. In the proposed active inductor, three current mirrors have been connected to each other to realize the negative feedback. This active conductor has a two layer tra...