• DocumentCode
    2435476
  • Title

    An algorithm for coronary calcification diagnosis based on helical CT images

  • Author

    Ukai, Yuji ; Niki, Noboru ; Satoh, Hitoshi ; Watanabe, Shigeru ; Ohmatsu, Hironobu ; Eguchi, Kenji ; Mo, N.

  • Author_Institution
    Dept. of Inf. Sci., Tokushima Univ., Japan
  • Volume
    3
  • fYear
    1996
  • fDate
    25-29 Aug 1996
  • Firstpage
    543
  • Abstract
    We describe a computer assisted diagnosis algorithm of coronary calcifications based on helical X-ray CT images which are used at the mass screening process for lung cancer diagnosis. Our diagnostic algorithm consists of three processes: 1) we choose the CT slices including the heart region by recognition of the heart shape and the diaphragm, and we extract the heart region on each slice by the shape of the lung area and the body of vertebra; 2) the candidate regions of the coronary calcifications are detected by the difference calculus and thresholding process; and 3) to increase the effectiveness of the diagnostic processing, we cancel the artifacts included in the candidate regions by the diagnostic rules defined by us. We show here the result of our algorithm which is applied to helical CT images of 461 patients analyzed for lung cancer screening
  • Keywords
    computerised tomography; edge detection; feature extraction; image segmentation; lung; medical image processing; candidate region detection; computer assisted diagnosis; computerised tomography; coronary calcification diagnosis; feature extraction; heart shape; helical X-ray CT images; lung cancer diagnosis; medical image processing; thresholding process; Algorithm design and analysis; Calculus; Cancer; Computed tomography; Computer aided diagnosis; Heart; Image analysis; Lungs; Shape; X-ray imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1996., Proceedings of the 13th International Conference on
  • Conference_Location
    Vienna
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-7282-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1996.547006
  • Filename
    547006