• DocumentCode
    2821024
  • Title

    An automatic procedure for the extraction of parametric images of the myocardium from integrated ultrasonic backscatter signals

  • Author

    Mainardi, LT ; Caiani, EG ; Guidali, P. ; Davolio, F. ; Canziani, R. ; Baselli, G.

  • Author_Institution
    Dept. of Biomed. Eng., Polytech.. Univ., Milan, Italy
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    615
  • Lastpage
    618
  • Abstract
    An automatic procedure for the extraction of quantitative parameters which characterize the Cyclic Variation (CV) of ultrasonic Integrated Backscatter Signal (IBS) within the cardiac cycle is proposed. After image realignment, the following CV parameters are quantified for each pixel, by harmonic analysis of the corresponding pixel intensify along the cardiac cycle: the modulus of the first (A0) and the second (A1) Fourier coefficient and their ratio (A1/A0), the phase (P1) of the first harmonic component. Parametric images are then computed. A population of 12 subjects was considered; automatic measures of CV parameters extracted from 6 regions of interest (11×11 pixel size) for each examined view were compared to the manual ones, obtained by classic acoustic densitometry analysis. The good linear correlation (r, A0:0.98; A1:0.99; A1/A0:0.98; P1:=0.97) verify the reliability of the proposed automatic approach
  • Keywords
    acoustic signal processing; backscatter; echocardiography; feature extraction; medical image processing; muscle; ultrasonic scattering; automatic procedure; cardiac cycle; classic acoustic densitometry analysis; corresponding pixel intensify; harmonic analysis; image realignment; integrated ultrasonic backscatter signals; linear correlation; medical diagnostic imaging; myocardium; parametric images extraction; regions of interest; second Fourier coefficient; Artificial intelligence; Backscatter; Biomedical engineering; Cardiology; Heart; Humans; Image sequences; Myocardium; Pixel; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 2000
  • Conference_Location
    Cambridge, MA
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-6557-7
  • Type

    conf

  • DOI
    10.1109/CIC.2000.898597
  • Filename
    898597