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Development of Feature Points Detection Algorithm for Measuring of Pulse Wave Velocity

맥파 전달 속도(PWV) 측정을 위한 특징점 검출 알고리즘 개발

  • Received : 2011.09.01
  • Accepted : 2011.09.14
  • Published : 2011.09.30

Abstract

The compliance and stiffness of artery are closely related with disease of arteries. Pulse wave velocity(PWV) in the blood vessel is a basic and common parameter in the hemodynamics of blood pressure and blood flow wave traveling in arteries because the PWV is affected directly by the conditions of blood vessels. However, there is no standardized method to measure the PWV and it is difficult to measure. The conventional PWV measurement has being done by manual calculation of the pulse wave transmission time between coronary arterial proximal and distal points on a strip chart on which the pulse wave and ECG signal are recorded. In this study, a pressure sensor consisting of strain gauges is used to measure the blood pressure of arteries in invasive method and regular ECG electrodes are used to record the ECG signal. The R-peak point of ECG is extracted by using a reference level and time windowing technique and the ascending starting point of blood pressure is determined by using differentiation of the blood pressure signal and time windowing technique. The algorithm proposed in this study, which can measure PWV automatically, shows robust and good results in the extraction of feature points and calculation of PWV.

Keywords

References

  1. E.R. Gozna, A.E. Marble, A. Shaw, and J.G. Holland, "Age-related changes in the mechanics of the aorta and pulmonary artery of man", J. Appl. Physiol., vol. 36, pp. 407-411, 1974. https://doi.org/10.1152/jappl.1974.36.4.407
  2. A. Schmidt-Trucksass, D. Grathwohl, A. Schmid, R. Boragk, C. Upmeier, and J. Keul, M. Huonker, "Structural, functional, and hemodynamic changes of the common carotid artery with age in mail subjects", Arterioscler Thromb. Vasc. Biol., vol. 19, pp. 1091-1097, 1999. https://doi.org/10.1161/01.ATV.19.4.1091
  3. R. Asmar, Arterial stiffness and pulse wave velocity: Clinical applications, Elsevier, 1999.
  4. W.W. Nichols and M.F. O'Rourke, McDonald's blood flow in arteries, 5th ed., A Hodder Arnold, 2005.
  5. P. Hollock, "Arterial elasticity in man in relation to age as evaluated by the pulse wave velocity method", Arch. Internal Medicine, vol. 54, pp. 770-794, 1934. https://doi.org/10.1001/archinte.1934.00160170113010
  6. T. Young, "The Croonian lecture: On the function of the heart and arteries", Philosophical Transactions of the Royal Society of London, vol. 99, 1809.
  7. M.F. O'Rourke, Arterial Function in Health and Disease. Edinburgh, Churchill, 1982, pp 27-32.
  8. J.C. Bramwell, A.V. Hill," Velocity of transmission of the pulse wave and elasticity of arteries", Lancet, vol. 1, pp. 891-892, 1922.
  9. F.W. Haynes, L.B. Ellis, S. Weiss, "Pulse wave velocity and arterial elasticity in arterial hypertension, arteriosclerosis, and related conditions", Am. Heart J., vol. 11, pp. 385-401, 1936. https://doi.org/10.1016/S0002-8703(36)90227-2
  10. W. Klip, "Difficulties in the measurement of pulsewave velocity", Am. Heart J., vol. 56, no. 6, pp. 806-813, 1958. https://doi.org/10.1016/0002-8703(58)90190-X
  11. Mennen Medical Ltd., HORIZON 9000 WS CATHLAB Service manual, 2001.
  12. Y.C. Chiu, PW. Arand, SG. Shroff, T. Feldman, and JD. Carroll, "Determination of pulse wave velocities with computerized algorithms", Am. Heart J., vol. 121, no. 5, pp. 1460-1470, 1991. https://doi.org/10.1016/0002-8703(91)90153-9
  13. R. Kelly, C. Hayward, A. Avolio et al. "Noninvasive determination of age-related changes in the human arterial pulse", Circulation, vol. 80, pp. 1652-1659, 1989. https://doi.org/10.1161/01.CIR.80.6.1652
  14. M.F. O'Rourke and R.P. Kelly. "Wave reflection in the systemic circulation and its implications in ventricular function", Journal of Hypertension, vol. 11, pp. 327-337, 1993. https://doi.org/10.1097/00004872-199304000-00001
  15. P. Hallock, "Arterial elasticity in man in relation to age as evaluated by the pulse wave velocity method", Arch. Internal Medicine, vol. 54, pp. 770-794, 1934. https://doi.org/10.1001/archinte.1934.00160170113010
  16. F.W. Haynes, L.B. Ellis, and S. Weiss, "Pulse wave velocity and arterial elasticity in arterial hypertension, arteriosclerosis, and related conditions", Am. Heart J., vol. 11, pp. 385-401, 1936. https://doi.org/10.1016/S0002-8703(36)90227-2

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