Modified high-resolution wavenumber analysis for detection of pulse wave velocity using coefficient of variation of arterial wall acceleration waveforms

被引:5
作者
Nagaoka, Ryo [1 ]
Hasegawa, Hideyuki [1 ]
机构
[1] Univ Toyama, Grad Sch Sci & Engn Res, 3190 Gofuku, Toyama 9308555, Japan
关键词
Pulse wave velocity; Wavenumber analysis; Phase; Real part of complex signals; INTIMA-MEDIA THICKNESS; DISEASE; ELASTOGRAPHY; ELASTICITY; RISK;
D O I
10.1007/s10396-019-00998-4
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose In high-resolution wavenumber analysis for detection of pulse wave velocity (PWV), phase information of analytic signals is used to estimate the wavenumber. However, the phase information could be affected by the adjacent signals in the temporal direction. Therefore, we propose a modified high-resolution wavenumber analysis technique using real acceleration waveforms of the arterial wall. Method In the modified wavenumber analysis, we propose a new evaluation function that corresponds to the inverse of the squared coefficient of variation. The accuracy of estimation of PWV was investigated by performing simulations, and the feasibility was also examined in an in vivo experiment. Results In the simulation experiments, the estimation accuracy using the proposed method was comparable to that using the previous method using phase information. However, when the pulse wave included the reflection components, the PWV estimated using the proposed method was more stable than that estimated using the previous method. Also, in the in vivo experiments, at opening of the aortic valve, the velocity estimated by the proposed method was almost equal to that estimated by the previous method (previous: 2.97 +/- 1.2 m/s, proposed: 4.82 +/- 1.4 m/s). Meanwhile, when the reflection components were present, the estimated PWV values yielded by the previous and proposed methods were - 1.13 and - 3.50 +/- 0.9 m/s, respectively. The PWVs at those two time points estimated by the previous method were quite different, and the PWV estimate was considered to be more affected by the reflected waves. Conclusion The results of the simulations and in vivo experiments indicated that the modified high-resolution wavenumber analysis method was less affected by the reflected waves and more accurate in estimation of PWVs of both the forward and reflected waves.
引用
收藏
页码:167 / 177
页数:11
相关论文
共 28 条
[1]   Piecewise Pulse Wave Imaging (pPWI) for Detection and Monitoring of Focal Vascular Disease in Murine Aortas and Carotids In Vivo [J].
Apostolakis, Iason Zacharias ;
Nandlall, Sacha D. ;
Konofagou, Elisa E. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (01) :13-28
[2]   Correlation between coronary artery disease severity, left ventricular mass index and carotid intima media thickness, assessed by radiofrequency [J].
Ciccone, Marco M. ;
Scicchitano, Pietro ;
Zito, Annapaola ;
Agati, Luciano ;
Gesualdo, Michele ;
Mandolesi, Sandro ;
Carbonara, Rosa ;
Ciciarello, Francesco ;
Fedele, Francesco .
CARDIOVASCULAR ULTRASOUND, 2011, 9
[3]   Intravascular ultrasound elastography in human arteries: Initial experience in vitro [J].
de Korte, CL ;
van der Steen, AFW ;
Cespedes, EI ;
Pasterkamp, G .
ULTRASOUND IN MEDICINE AND BIOLOGY, 1998, 24 (03) :401-408
[4]   A New Method for Shear Wave Speed Estimation in Shear Wave Elastography [J].
Engel, Aaron J. ;
Bashford, Gregory R. .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2015, 62 (12) :2106-2114
[5]   Carotid intimal-media thickness as a surrogate for cardiovascular disease events in trials of HMG-CoA reductase inhibitors [J].
Espeland, MA ;
O'Leary, DH ;
Terry, JG ;
Morgan, T ;
Evans, G ;
Mudra, H .
CURRENT CONTROLLED TRIALS IN CARDIOVASCULAR MEDICINE, 2005, 6 (1)
[6]   2010 ACCF/AHA Guideline for Assessment of Cardiovascular Risk in Asymptomatic Adults A Report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines [J].
Greenland, Philip ;
Alpert, Joseph S. ;
Beller, George A. ;
Benjamin, Emelia J. ;
Budoff, Matthew J. ;
Fayad, Zahi A. ;
Foster, Elyse ;
Hlatky, Mark. A. ;
Hodgson, John Mc B. ;
Kushner, Frederick G. ;
Lauer, Michael S. ;
Shaw, Leslee J. ;
Smith, Sidney C., Jr. ;
Taylor, Allen J. ;
Weintraub, William S. ;
Wenger, Nanette K. ;
Jacobs, Alice K. ;
Anderson, Jeffrey L. ;
Albert, Nancy ;
Buller, Christopher E. ;
Creager, Mark A. ;
Ettinger, Steven M. ;
Guyton, Robert A. ;
Halperin, Jonathan L. ;
Hochman, Judith S. ;
Kushner, Frederick G. ;
Nishimura, Rick ;
Ohman, E. Magnus ;
Page, Richard L. ;
Stevenson, William G. ;
Tarkington, Lynn G. ;
Yancy, Clyde W. ;
Lewin, John C. ;
May, Charlene ;
Bradfield, Lisa ;
Keller, Sue ;
Barrett, Erin A. ;
Denton, Beth ;
Brown, Nancy ;
Whitman, Gayle R. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2010, 56 (25) :E50-E103
[7]   Arterial elasticity in man in relation to age as evaluated by the pulse wave velocity method [J].
Hallock, P .
ARCHIVES OF INTERNAL MEDICINE, 1934, 54 (05) :770-798
[8]   Analysis of arterial wall motion for measurement of regional pulse wave velocity [J].
Hasegawa, Hideyuki .
JAPANESE JOURNAL OF APPLIED PHYSICS, 2018, 57 (07)
[9]   Phase-Sensitive 2D Motion Estimators Using Frequency Spectra of Ultrasonic Echoes [J].
Hasegawa, Hideyuki .
APPLIED SCIENCES-BASEL, 2016, 6 (07)
[10]   High resolution wavenumber analysis for investigation of arterial pulse wave propagation [J].
Hasegawa, Hideyuki ;
Sato, Masakazu ;
Irie, Takasuke .
JAPANESE JOURNAL OF APPLIED PHYSICS, 2016, 55 (07)