• DocumentCode
    3227938
  • Title

    A new method for the detection of microcalcifications in mammograms

  • Author

    Sahba, Farhang ; Venetsanopoulos, Anastasios

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Ryerson Univ., Toronto, ON, Canada
  • fYear
    2009
  • fDate
    4-7 Nov. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The presence of microcalcifications clusters, which appear as small bright spots in mammographic images, can be considered as a very important sign for breast cancer diagnosis. They can, however, be hard to detect due to their size and low contrast from surrounding normal tissue. In this paper, a new fuzzy-based method is presented to provide an appropriate segmentation of microcalcifications. This approach consists of five major steps. In these steps, the selection of appropriate parameters for the required operations is performed based on the specific image characteristics. The experimental results show that this method can detect microcalcifications in a fast manner and give attractive performances compared to some other approaches.
  • Keywords
    cancer; diagnostic radiography; image segmentation; mammography; medical image processing; breast cancer diagnosis; fuzzy-based method; image segmentation; mammographic images; microcalcifications; radiology; Breast cancer; Cancer detection; Entropy; Feature extraction; Gas detectors; Image segmentation; Information technology; Lesions; Mammography; Medical treatment; Breast Cancer; Diagnosis Systems; Mammography; Segmentation; microcalcifications;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th International Conference on
  • Conference_Location
    Larnaca
  • Print_ISBN
    978-1-4244-5379-5
  • Electronic_ISBN
    978-1-4244-5379-5
  • Type

    conf

  • DOI
    10.1109/ITAB.2009.5394391
  • Filename
    5394391