Two-dimensional echocardiographic image texture analysis: Reduction of regional variability using polar coordinates

Philip E. Aylward, Boyd N. Knosp, David D. McPherson, Doug A. Eltoft, Charles E. Yurkonis, Judith A. Bean, David J. Skorton, Steve M. Collins

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

Factors inherent to the ultrasound imaging system can influence quantitative ultrasound image texture and may produce changes that mask or mimic those due to alterations in tissue structure. In this study, we assessed the effect of the method of image data acquisition and analysis on the variations in quantitative texture measures that occurred solely due to the position of a region of interest (ROI) within the field of view. When ROI's, which varied in range and azimuth within the image of a tissue equivalent phantom (of uniform composition), were assessed by conventional analysis of scan-converted (rectangular coordinate) data, over 50 percent of all texture measures showed significant differences. Pseudo polar analysis reduced the number of texture measures showing regional variation by 80 percent (p < 0.01) and true polar coordinate data analysis reduced the number by 74 percent (p < 0.01). True polar analysis completely abolished differences in texture measures between ROI's separated in azimuth. Acquisition and analysis of tissue texture data using polar coordinates should allow a more definitive identification of abnormal tissue.

Original languageEnglish
Pages (from-to)60-73
Number of pages14
JournalUltrasonic Imaging
Volume7
Issue number1
DOIs
Publication statusPublished - Jan 1985
Externally publishedYes

Bibliographical note

Funding Information:
This study was supported by Bruce Franklin, Inc.; SCOR grant HL32295 from the National Heart, Lung, and Blood Institute; American Heart Association, Iowa Affiliate Grant #83-G-37; U.S. Veterans Administration; and the F.E. Rippel Foundation.

Funding Information:
Aylward is a National Fellow. David McPherson David Skorton is the l-K04-HLO1290 from the National Heart Foundation of Australia Overseas is a Canadian Heart Foundation Research recipient of Research Career Development Heart, Lung, and Blood Institute.

Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.

Keywords

  • Echocardiography
  • polar coordinates
  • scan conversion
  • speckle
  • texture analysis
  • tissue characterization

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