Motion artifact reduction in ultrasound based thermal strain imaging of atherosclerotic plaques using time-series analysis

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control

Volumn 60, Issue 8, 2013, Pages 1660-1668

  Dutta, Debaditya ^a,b   Mahmoud, Ahmed ^a,b,c   Leers, Steven A ^a   Kim, Kang ^a,b,d  

^a UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

^b UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^c CAIRO UNIVERSITY   (Egypt)

^d University of Pittsburgh   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATHEROSCLEROTIC PLAQUE; CARDIOVASCULAR APPLICATIONS; MECHANICAL STRAIN; MOTION ARTIFACT REDUCTION; PHYSIOLOGICAL NOISE; THERMAL STRAIN IMAGING; VULNERABLE PLAQUES; WATER TANK EXPERIMENTS;

ELECTROCARDIOGRAPHY; MOTION COMPENSATION; ULTRASONIC APPLICATIONS; ULTRASONICS;

HARMONIC ANALYSIS;

EID: 84881494275     PISSN: 08853010     EISSN: None     Source Type: Journal    
DOI: 10.1109/TUFFC.2013.2748     Document Type: Article

References (37)

1. R. Virmani, A. P. Burke, A. Farb, and F. D. Kolodgie, "Pathology of the vulnerable plaque," J. Am. Coll. Cardiol., vol. 47, no. 8, suppl., pp. C13-C18, Apr. 2006.
2. C. H. Seo, Y. Shi, S. W. Huang, K. Kim, and M. O'Donnell, "Thermal strain imaging: A review," Interface Focus, vol. 1, no. 4, pp. 649-664, 2011.
3. Y. Shi, R. S. Witte, and M. O'Donnell, "Identification of vulnerable atherosclerotic plaque using IVUS-based thermal strain imaging," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 52, no. 5, pp. 844-850, May 2005. (Pubitemid 41161924)
4. K. Kim, S. W. Huang, T. L. Hall, R. S. Witte, T. L. Chenevert, and M. O'Donnell, "Arterial vulnerable plaque characterization using ultrasound-induced thermal strain imaging (TSI)," IEEE Trans. Biomed. Eng., vol. 55, no. 1, pp. 171-180, Jan. 2008. (Pubitemid 350308418)
5. S. W. Huang, K. Kim, R. S. Witte, R. Olafsson, and M. O'Donnell, "Inducing and imaging thermal strain using a single ultrasound linear array," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 54, no. 9, pp. 1718-1720, Sep. 2007. (Pubitemid 47525304)
6. N. R. Miller, J. C. Bamber, and P. M. Meaney, "Fundamental limitations of noninvasive temperature imaging by means of ultrasound echo strain estimation," Ultrasound Med. Biol., vol. 28, no. 10, pp. 1319-1333, Oct. 2002. (Pubitemid 35418258)
7. C. Simon, P. VanBaren, and E. S. Ebbini, "Two-dimensional temperature estimation using diagnostic ultrasound," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 45, no. 4, pp. 1088-1099, Jul. 1998. (Pubitemid 128748771)
8. R. M. Arthur, W. L. Straube, J. W. Trobaugh, and E. G. Moros, "Non-invasive estimation of hyperthermia temperatures with ultrasound," Int. J. Hyperthermia, vol. 21, no. 6, pp. 589-600, Jan. 2005. (Pubitemid 41726066)
9. K. Kim, S. W. Huang, R. Olafsson, C. Jia, R. S. Witte, and M. O'Donnell, "7C-6 Motion artifact reduction by ECG gating in ultrasound induced thermal strain imaging," in IEEE Ultrasonics Symp., 2007, pp. 581-584.
10. C. von Birgelen, E. A. de Vrey, G. S. Mintz, A. Nicosia, N. Bruining, W. Li, C. J. Slager, J. R. T. C. Roelandt, P. W. Serruys, and P. J. de Feyter, "ECG-gated three-dimensional intravascular ultrasound: feasibility and reproducibility of the automated analysis of coronary lumen and atherosclerotic plaque dimensions in humans," Circulation, vol. 96, no. 9, pp. 2944-2952, 1997. (Pubitemid 27500094)
11. N. V. Thakor and Y. S. Zhu, "Applications of adaptive filtering to ECG analysis: Noise cancellation and arrhythmia detection," IEEE Trans. Biomed. Eng., vol. 38, no. 8, pp. 785-794, 1991.
12. K. Ausubel and S. Furman, "The pacemaker syndrome," Ann. Intern. Med., vol. 103, no. 3, pp. 420-429, 1985. (Pubitemid 15236581)
13. M. A. Lubinski, S. Y. Emelianov, and M. O'Donnell, "Speckle tracking methods for ultrasonic elasticity imaging using short-time correlation," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 46, no. 1, pp. 82-96, Jan. 1999.
14. J. Ophir, I. Cespedes, B. Garra, H. Ponnekanti, Y. Huang, and N. Maklad, "Elastography: Ultrasonic imaging of tissue strain and elastic modulus in vivo," Eur. J. Ultrasound, vol. 3, no. 1, pp. 49-70, Jan. 1996. (Pubitemid 26021293)
15. C. C. Holt, "Forecasting seasonals and trends by exponentially weighted moving averages," Int. J. Forecast., vol. 20, no. 1, pp. 5-10, Jan. 2004. (Pubitemid 38148289)
16. P. R. Winters, "Forecasting sales by exponentially weighted moving averages," Manage. Sci., vol. 6, no. 3, pp. 324-342, 1960.
17. A. D. Pierce, Acoustics: An Introduction to its Physical Principles and Applications. Melville, NY: Acoustical Society of America, 1989.
18. E. S. Gardner Jr., "Exponential smoothing: The state of the art," J. Forecast., vol. 4, no. 1, pp. 1-28, 1985.
19. S. G. Makridakis and S. C. Wheelwright, Forecasting Methods for Management, 5th ed., New York, NY: Wiley, 1989.
20. R. Hyndman, A. B. Koehler, J. K. Ord, and R. D. Snyder, Forecasting with Exponential Smoothing: The State Space Approach, 1st ed., New York, NY: Springer, 2008.
21. D. Vancraeynest, A. Pasquet, V. Roelants, B. L. Gerber, and J. L. J. Vanoverschelde, "Imaging the vulnerable plaque," J. Am. Coll. Cardiol., vol. 57, no. 20, pp. 1961-1979, May 2011.
22. F. A. Duck, Physical Properties of Tissue: A Comprehensive Reference Network. New York, NY: Academic Press, 1990.
23. S. R. H. Barrett, M. P. F. Sutcliffe, S. Howarth, Z. Li, and J. H. Gillard, "Experimental measurement of the mechanical properties of carotid atherothrombotic plaque fibrous cap," J. Biomech., vol. 42, no. 11, pp. 1650-1655, Aug. 2009.
24. T. E. Tezduyar, S. Sathe, T. Cragin, B. Nanna, B. S. Conklin, J. Pausewang, and M. Schwaab, "Modelling of fluid-structure interactions with the space-time finite elements: Arterial fluid mechanics," Int. J. Numer. Methods Fluids, vol. 54, no. 6-8, pp. 901-922, 2007. (Pubitemid 47009684)
25. C. Lally, A. J. Reid, and P. J. Prendergast, "Elastic behavior of porcine coronary artery tissue under uniaxial and equibiaxial tension," Ann. Biomed. Eng., vol. 32, no. 10, pp. 1355-1364, Oct. 2004.
26. H. M. Loree, B. J. Tobias, L. J. Gibson, R. D. Kamm, D. M. Small, and R. T. Lee, "Mechanical properties of model atherosclerotic lesion lipid pools," Arterioscler. Thromb., vol. 14, no. 2, pp. 230-234, 1994.
27. R. P. Vito, M. C. Whang, D. P. Giddens, C. K. Zarins, and S. Glagov, "Stress analysis of the diseased arterial cross-section," ASME Adv. Bioeng. Proc., vol. 19, pp. 273-276, 1990.
28. A. L. Goldberger, L. A. N. Amaral, L. Glass, J. M. Hausdorff, P. C. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C. K. Peng, and H. E. Stanley, "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals," Circulation, vol. 101, no. 23, pp. e215-e220, 2000.
29. K. Kaluzynski, X. Chen, S. Y. Emelianov, A. R. Skovoroda, and M. O'Donnell, "Strain rate imaging using two-dimensional speckle tracking," IEEE Trans. Ultrason. Ferroelectr. Freq. Control, vol. 48, no. 4, pp. 1111-1123, Jul. 2001. (Pubitemid 32742822)
30. K. C. Chu and B. K. Rutt, "Polyvinyl alcohol cryogel: An ideal phantom material for MR studies of arterial flow and elasticity," Magn. Reson. Med., vol. 37, no. 2, pp. 314-319, 1997. (Pubitemid 27045408)
31. K. Nightingale, M. S. Soo, R. Nightingale, and G. Trahey, "Acoustic radiation force impulse imaging: In vivo demonstration of clinical feasibility," Ultrasound Med. Biol., vol. 28, no. 2, pp. 227-235, 2002. (Pubitemid 34286420)
32. C. L. de Korte, H. H. G. Hansen, and A. F. W. van der Steen, "Vascular ultrasound for atherosclerosis imaging," Interface Focus, vol. 1, no. 4, pp. 565-575, Aug. 2011.
33. H. H. G. Hansen, R. G. P. Lopata, and C. L. de Korte, "Noninvasive carotid strain imaging using angular compounding at large beam steered angles: Validation in vessel phantoms," IEEE Trans. Med. Imaging, vol. 28, no. 6, pp. 872-880, Jun. 2009.
34. M. McCormick, T. Varghese, X. Wang, C. Mitchell, M. A. Kliewer, and R. J. Dempsey, "Methods for robust in vivo strain estimation in the carotid artery," Phys. Med. Biol., vol. 57, no. 22, pp. 7329-7353, Nov. 2012.
35. E. S. Ebbini, "Noninvasive two-dimensional temperature imaging for guidance of thermal therapy," in 3rd IEEE Int. Symp. Biomedical Imaging: Nano to Macro, 2006, pp. 884-887. (Pubitemid 44732460)
36. H. Shi, C. C. Mitchell, M. McCormick, M. A. Kliewer, R. J. Dempsey, and T. Varghese, "Preliminary in vivo atherosclerotic carotid plaque characterization using the accumulated axial strain and relative lateral shift strain indices," Phys. Med. Biol., vol. 53, no. 22, pp. 6377-6394, Nov. 2008.
37. AIUM. (2013, Jun.) Statement of heat. (Online). Available: http://www.aium.org/resources/statements.aspx