• 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