• DocumentCode
    3641909
  • Title

    Automatic estimation of the intima-media thickness of the common carotid artery

  • Author

    Paweł Turcza;Tomasz P. Zieliński;Aimé Lay-Ekuakille

  • Author_Institution
    Department of Instrumentation and Measurement, AGH University of Science and Technology, Krakó
  • fYear
    2009
  • Firstpage
    47
  • Lastpage
    51
  • Abstract
    In this paper we propose efficient method for automatic estimation of intima and media boundary of common carotid artery (CCA) based on USG image analysis. The distance between intima and media is called intima-media thickness (IMT) and is used to predict cardiovascular events like myocardial infarction and stroke. At present, it is measured by manual segmentation of USG image by physician. Automatic estimation of IMT by freeing physician from this tedious work should speed the process and assure higher reproducibility. The proposed algorithm involves USG image denoising by nonlinear diffusion filtering and iterative image segmentation by modified active contour method with suitable energy function.
  • Keywords
    "Mathematical model","Equations","Estimation","Noise","Image edge detection","Active contours","Carotid arteries"
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Algorithms, Architectures, Arrangements, and Applications Conference Proceedings (SPA), 2009
  • Print_ISBN
    978-1-4577-1477-1
  • Type

    conf

  • Filename
    5941284