• DocumentCode
    130346
  • Title

    A new approach to automatic continuous artery diameter measurement

  • Author

    Zielinski, Bartosz ; Roman, Adam ; Drozdz, Agata ; Kowalewska, Agata ; Frolow, Marzena

  • Author_Institution
    Inst. of Comput. Sci. & Comput. Math., Jagiellonian Univ., Kraków, Poland
  • fYear
    2014
  • fDate
    7-10 Sept. 2014
  • Firstpage
    247
  • Lastpage
    251
  • Abstract
    In this paper, we present an application which aid an evaluation of the arterial diameter changes, based on ultrasound videos. The designed, implemented and verified algorithm uses the techniques of image processing, image analysis and pattern recognition, such as filtering, profile plot analysis and active contour method. Except determining the artery diameter over time it is also able to retrieve ECG from ultrasound video. The results obtained for both signals are synchronized, therefore it is possible to obtain the artery diameters in R wave points, which is a novel approach. Experiments were performed to assess the software validation by comparing the outcomes obtained with the evaluated algorithm with those manually-acquired - the correlation is high. This is the first stage of the research in which we will build the cardiovascular predictive model to search for the new cardiovascular factors.
  • Keywords
    biomedical ultrasonics; blood vessels; cardiovascular system; diameter measurement; edge detection; electrocardiography; filtering theory; medical image processing; video signal processing; ECG; R wave points; active contour method; arterial diameter changes; automatic continuous artery diameter measurement; cardiovascular factors; cardiovascular predictive model; filtering; image analysis; image processing; pattern recognition; profile plot analysis; software validation; ultrasound videos; Arteries; Brachytherapy; Electrocardiography; Manuals; Ultrasonic imaging; Ultrasonic variables measurement; Videos;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Systems (FedCSIS), 2014 Federated Conference on
  • Conference_Location
    Warsaw
  • Type

    conf

  • DOI
    10.15439/2014F199
  • Filename
    6933020