• DocumentCode
    786882
  • Title

    Directional low-pass filtering for improved accuracy and reproducibility of stenosis quantification in coronary arteriograms

  • Author

    Sun, Ying ; Lucariello, Richard J. ; Chiaramida, Salvatore A.

  • Author_Institution
    Dept. of Electr. Eng., Rhode Island Univ., Kingston, RI, USA
  • Volume
    14
  • Issue
    2
  • fYear
    1995
  • fDate
    6/1/1995 12:00:00 AM
  • Firstpage
    242
  • Lastpage
    248
  • Abstract
    Considers the quantification of percent diameter stenosis in digital coronary arteriograms of low spatial resolution. To improve accuracy and reproducibility an edge-preserving smoothing method, called the directional low-pass filter (DLF), was developed to suppress quantum noise by averaging image intensity in a direction parallel to the vessel border. Accuracy of stenosis quantification was assessed by using stenosis phantoms. The standard error of the estimate (SEE) was 0.76 pixel-length (p) without spatial filtering and further reduced to 0.50 p by DLF; the average deviation as a measure of the regularity of border definition was also reduced by DLF from 1.00 to 0.68 p (n=50, P<0.001). It was shown that the DLF outperformed the conventional moving average filter and median filter. Reproducibility in terms of intraframe variability was assessed by using coronary arteriograms obtained from 10 patients. Intraframe variability of the percent stenosis measurements was reduced from 3.5% to 2.9% by DLF (n=10, P<0.005). An analysis of variance showed, however, that the interframe variability cannot be reduced by any of the spatial filters under investigation. The result of this study has provided a guideline for angiographically based quantification of percent stenosis under limited imaging resolution and suggests a new method for improving accuracy and reproducibility by directional low-pass filtering
  • Keywords
    angiocardiography; diagnostic radiography; medical image processing; border definition regularity; coronary arteriograms; digital coronary arteriograms; directional low-pass filtering; edge-preserving smoothing method; intraframe variability; low spatial resolution images; medical diagnostic imaging; percent stenosis measurements; standard error; stenosis phantoms; stenosis quantification; vessel border; Analysis of variance; Filtering; Guidelines; Imaging phantoms; Low pass filters; Measurement standards; Reproducibility of results; Smoothing methods; Spatial filters; Spatial resolution;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/42.387705
  • Filename
    387705