• DocumentCode
    2080543
  • Title

    A CAD system for atherosclerotic plaque assessment

  • Author

    Afonso, David ; Seabra, Jose ; Suri, J.S. ; Sanches, J.M.

  • Author_Institution
    IST, Inst. for Syst. & Robot., Lisbon, Portugal
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    1008
  • Lastpage
    1011
  • Abstract
    Recently, several atherosclerotic plaque characterization methods were proposed based on plaque morphology assessed through 2D ultrasound. It is of extreme importance to establish an objective quantification measure which allows the physicians to determine the risk of plaque rupture, and thus, of brain stroke. Having these, sometimes complex, measures easily and quickly assessed might prove invaluable for the physician an patient alike. This paper is a first attempt to incorporate such scores in a user-friendly software platform for Computer-aided Diagnosis. This tool provides a way to objectively and interactively characterize the atherosclerotic plaque, to store relevant patient data and to use several processing tools to outline the plaque and compute different echogenicity measures. Combinations of these features are used to provide two objective measure with clinical significance, known as activity index and enhanced activity index.
  • Keywords
    biomechanics; biomedical ultrasonics; brain; diseases; fracture; medical computing; neurophysiology; 2D ultrasound; CAD system; atherosclerotic plaque assessment; atherosclerotic plaque characterization methods; brain stroke; computer-aided diagnosis; echogenicity measurment; objective quantification measurement; plaque morphology; plaque rupture; user-friendly software platform; Artificial intelligence; Atherosclerosis; Feature extraction; Indexes; Software; Ultrasonic imaging; Diagnosis, Computer-Assisted; Female; Humans; Information Storage and Retrieval; Male; Plaque, Atherosclerotic; Software; Ultrasonography, Doppler;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346104
  • Filename
    6346104