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Non-invasive assessment of arterial distension waveforms using gradient-based Hough transform and power Doppler ultrasound imaging

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Abstract

The peripheral arterial vessel often appears as an elliptic shape under the constraints of the surrounding tissues. In this study, the gradient-based Hough transform was used to detect the central location of the ellipse and the lumen area of the arterial vessel non-invasively using power Doppler imaging. Sequential ultrasound images were used to construct arterial distension waveforms in both the major- and minor-axis directions for a few cardiac cycles. The common carotid arteries (CCAs) for nine healthy male volunteers (mean age 24 years), in the sitting position, were investigated in vivo. The CCAs (n=9) had a mean diameter of 5.83 mm, and the pulsatile diameter distension was 13.7±1.9%. The brachial artery and dorsalis pedis artery for five healthy male volunteers (mean age 26 years), in the supine position, had mean diameters of 4.03 mm and 2.83 mm and distensions of 16.7±4.6% and 15.5±5.4%, respectively. The movement of the arterial centre location during the cardiac cycle reflected the asymmetry of the reaction forces produced by the surrounding soft tissues. The present method can obtain the response of vessel distension to pulse pressure, as well as the constrained conditions of the arteries.

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References

  • Aguado, A. S., Montiel, M. E., andNixon, M. S. (1996): ‘On using directional information for parameter space decomposition in ellipse detection’,Patt. Recog.,29, pp. 369–381

    Article  Google Scholar 

  • Brands, P. J., Hoeks, A. P. G., Rutten, M. C. M., andReneman, R. S. (1996): ‘A noninvasive method to estimate arterial impedance by means of assessment of local diameter change and the local centerline blood flow velocity using ultrasound’,Ultrasound Med. Biol.,22, pp. 895–905

    Article  Google Scholar 

  • Deverson, S., andEvans, D. H. (2000): ‘Using Doppler signal power to detect changes in vessel size: a feasibility study using a wall-less flow phantom’,Ultrasound Med. Biol.,26, pp. 593–602

    Google Scholar 

  • Griewing, B., Morgenstern, C., Driesner, F., Kallwellis, G., Walker, M. L., andKessler, C. (1996): ‘Cerebrovascular disease assessed by color-flow and power Doppler ultrasonography: comparison with digital subtraction angiography in internal carotid artery stenosis’,Stroke,27, pp. 95–100

    Google Scholar 

  • Hoskins, P. R., Fish, P. J., McDicken, W. N., andMoran, C. (1998): ‘Developments in cardiovascular ultrasound, Part 2: arterial applications’,Med. Biol. Eng. Comput.,36, pp. 259–269

    Google Scholar 

  • Hough, P. V. C. (1962): ‘Method and means for recognizing complex patterns’. US Patent 306954

  • Illingworth, J., andKittler, J. (1988): ‘A survey of the Hough transform’,Comput. Vis. Graph. Image Process.,44, pp. 87–116

    Google Scholar 

  • Jain, A. K. (1989): ‘Fundamentals of digital image processing’ (Prentice-Hall, 1989), pp. 348–357

  • Lei, Y., andWong, K. C. (1999): ‘Ellipse detection based on symmetry’,Patt. Recogn. Lett.,20, pp. 41–47

    Google Scholar 

  • Nagai, Y., Fleg, J. L., Kemper, M. K., Rywik, T. M., Earley, C. J., andMetter, E. J. R. (1999): ‘Carotid arterial stiffness as a surrogate for aortic stiffness: relationship between carotid artery pressure-strain elastic modulus and aortic pulse wave velocity’,Ultrasound Med. Biol.,25, pp. 181–188

    Google Scholar 

  • Nair, P. S., andSaunders, A. T., Jr. (1996): ‘Hough transform based ellipse detection algorithm’,Patt. Recog. Lett.,17, pp. 777–784

    Article  Google Scholar 

  • Shau, Y. W., Wang, C. L., Shieh, J. Y., andHsu, T. C. (1999): ‘Noninvasive assessment of the viscoelasticity of peripheral arteries’,Ultrasound Med. Biol.,25, pp. 1377–1388

    Article  Google Scholar 

  • Stadler, R. W., Karl, W. C., andLees, R. S. (1996): ‘New methods for arterial diameter measurement from B-mode images’,Ultrasound Med. Biol.,22, pp. 25–34

    Google Scholar 

  • Stadler, R. W., Taylor, J. A., andLees, R. S. (1997): ‘Comparison of B-mode, M-mode and echo-tracking methods for measurement of the arterial distension waveform’,Ultrasound Med. Biol.,23, pp. 879–887

    Article  Google Scholar 

  • Steinke, W., Meairs, S., Ries, S., andHennerici, M. (1996): ‘Sonographic assessment of carotid artery stenosis: Comparison of power Doppler imaging and color Doppler flow imaging’,Stroke,27, pp. 91–94

    Google Scholar 

  • Steinke, W., Ries, S., Artemis, N., Schwartz, A., andHennerici, M. (1997): ‘Power Doppler imaging of carotid artery stenosis: comparison with color Doppler flow imaging and angiography’,Stroke,28, pp. 1981–1987

    Google Scholar 

  • Wolf, K. J., andFobbe, F. (1994): ‘Color duplex sonography: principles and clinical applications’ (Thieme Medical Publishers Inc., New York)

    Google Scholar 

  • Yip, R. K., Tam, P. K., andLeung, D. N. (1992): ‘Modification of Hough transform for circles and ellipses detection using a 2-dimensional array’,Patt. Recog.,25, pp. 1007–1022

    Article  Google Scholar 

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Correspondence to Y. -W. Shau.

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Wu, S.M., Shau, Y.W., Chong, F.C. et al. Non-invasive assessment of arterial distension waveforms using gradient-based Hough transform and power Doppler ultrasound imaging. Med. Biol. Eng. Comput. 39, 627–632 (2001). https://doi.org/10.1007/BF02345433

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  • DOI: https://doi.org/10.1007/BF02345433

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