DocumentCode
3721227
Title
A fuzzy inference system design for computer aided mass detection in digital mammogram images
Author
Volkan G?reke;Esma Uzunhisarcikli;Bilge ?ztoprak
Author_Institution
Sivas MYO Bilgisayar Teknolojileri B?l?m? Cumhuriyet ?niversitesi
fYear
2015
Firstpage
1
Lastpage
4
Abstract
Breast cancer is the most common cancer in women. A mammogram is an X-ray of the breast, using very low levels of radiation. Artificial intelligence and fuzzy inference techniques can be used in CAD systems. These systems generally have main phases that the their names are image processing, and classification. In this study, we used images of mammogram that were obtained MIAS database. The fuzzy inference system was designed using image processing tecniques and statical features. The system was tested and for sensitivity and Specificity respectively, %98 and %99 was found. This study gave better results than our earlier studies using artificial neural network that have %96 sensivity and %96 specifity.
Keywords
"Mammography","Histograms","Computers","Design automation","Fuzzy logic","Cancer"
Publisher
ieee
Conference_Titel
Biomedical Engineering Meeting (BIYOMUT), 2015 19th National
Type
conf
DOI
10.1109/BIYOMUT.2015.7369461
Filename
7369461
Link To Document