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Combining Transversal and Longitudinal Registration in IVUS Studies

  • G. D. Maso Talou
  • P. J. Blanco
  • I. Larrabide
  • C. Guedes Bezerra
  • P. A. Lemos
  • R. A. Feijóo
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9350)

Abstract

Intravascular ultrasound (IVUS) is a widely used imaging technique for atherosclerotic plaque assessment, interventionist guidance, stent deploy visualization and, lately, as tissue characterization tool. Some IVUS applications solve the problem of transducer motion by gating a particular phase of the study while others, such as elastography or spatio-temporal vessel reconstruction, combine image data from different cardiac phases, for which the gating solution is not enough. In the latter, it is mandatory for the structures in different cardiac phases to be aligned (cross-sectional registration) and in the correct position along the vessel axis (longitudinal registration). In this paper, a novel method for transversal and longitudinal registration is presented, which minimizes the correlation of the structures between images in a local set of frames. To assess the performance of this method, frames immediately after carina bifurcation were marked at different cardiac phases and the error between registrations was measured. The results shown a longitudinal registration error of 0.3827 ±0.8250 frames.

Keywords

IVUS transversal registration longitudinal registration cardiac phases 

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References

  1. 1.
    Abbott, J.G., Thurstone, F.L.: Acoustic speckle: Theory and experimental analysis. Ultrason. Imag. 324(4), 303–324 (1979)CrossRefGoogle Scholar
  2. 2.
    Amores, J., Radeva, P.: Retrieval of IVUS images using contextual information and elastic matching. Int. J. Intell. Syst. 20(5), 541–559 (2005)CrossRefGoogle Scholar
  3. 3.
    Arbab-Zadeh, A., DeMaria, A.N., Penny, W.F., Russo, R.J., Kimura, B.J., Bhargava, V.: Axial movement of the intravascular ultrasound probe during the cardiac cycle: implications for three-dimensional reconstruction and measurements of coronary dimensions. Am. Heart J. 138(5 Pt 1), 865–872 (1999)CrossRefGoogle Scholar
  4. 4.
    Bruining, N., von Birgelen, C., de Feyter, P.J., Ligthart, J., Li, W., Serruys, P.W., Roelandt, J.R.: Ecg-gated versus nongated three-dimensional intracoronary ultrasound analysis: implications for volumetric measurements. Cathet. Cardiovasc. Diagn. 43(3), 254–260 (1998)CrossRefGoogle Scholar
  5. 5.
    Danilouchkine, M.G., Mastik, F., van der Steen, A.F.: Improving IVUS palpography by incorporation of motion compensation based on block matching and optical flow. IEEE Trans. Ultrason. Ferroelectrics Freq. Contr. 55(11), 2392–2404 (2008)CrossRefGoogle Scholar
  6. 6.
    Hernandez-Sabate, A., Gil, D., Fernandez-Nofrerias, E., Radeva, P., Marti, E.: Approaching artery rigid dynamics in IVUS. IEEE Trans. Med. Imag. 28(11), 1670–1680 (2009)CrossRefGoogle Scholar
  7. 7.
    Katouzian, A., Karamalis, A., Lisauskas, J., Eslami, A., Navab, N.: IVUS-histology image registration. In: Dawant, B.M., Christensen, G.E., Fitzpatrick, J.M., Rueckert, D. (eds.) WBIR 2012. LNCS, vol. 7359, pp. 141–149. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  8. 8.
    Leung, K.Y.E., Baldewsing, R., Mastik, F., Schaar, J.A., Gisolf, A., van der Steen, A.F.W.: Motion compensation for intravascular ultrasound palpography. IEEE Trans. Ultrason. Ferroelectrics Freq. Contr. 53(7), 1269–1280 (2006)CrossRefGoogle Scholar
  9. 9.
    Liang, Y., Zhu, H., Friedman, M.H.: Estimation of the transverse strain tensor in the arterial wall using IVUS image registration. Ultrasound Med. Biol. 34(11), 1832–1845 (2008)CrossRefGoogle Scholar
  10. 10.
    Liang, Y., Zhu, H., Gehrig, T., Friedman, M.H.: Measurement of the transverse strain tensor in the coronary arterial wall from clinical intravascular ultrasound images. J. Biomech. 41(14), 2906–2911 (2008)CrossRefGoogle Scholar
  11. 11.
    Maso Talou, G.D.: IVUS images segmentation driven by active contours and spacio-temporal reconstruction of the coronary vessels aided by angiographies. Master’s thesis, National Laboratory for Scientific Computing, Petrópolis, Brazil (2013)Google Scholar
  12. 12.
    Matsumoto, M.M.S., Lemos, P.A., Furuie, S.S.: Ivus coronary volume alignment for distinct phases. In: SPIE Medical Imaging, p. 72650X. International Society for Optics and Photonics (2009)Google Scholar
  13. 13.
    Mita, H., Kanai, H., Koiwa, Y.: Cross-sectional elastic imaging of arterial wall using intravascular ultrasonography. Jpn. J. Appl. Phys. 40(7), 4753–4762 (2001)CrossRefGoogle Scholar
  14. 14.
    Oakeson, K.D., Zhu, H., Friedman, M.H.: Quantification of cross-sectional artery wall motion with ivus image registration. In: Medical Imaging 2004, pp. 119–130. International Society for Optics and Photonics (2004)Google Scholar
  15. 15.
    Rosales, M., Radeva, P., Rodriguez-Leor, O., Gil, D.: Modelling of image-catheter motion for 3-D IVUS. Medical Image Analysis 13(1), 91–104 (2009)CrossRefGoogle Scholar
  16. 16.
    Zheng, S., Jianjian, W.: Compensation of in-plane rigid motion for in vivo intracoronary ultrasound image sequence. Comput. Biol. Med. 43(9), 1077–1085 (2013)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • G. D. Maso Talou
    • 1
    • 2
  • P. J. Blanco
    • 1
    • 2
  • I. Larrabide
    • 3
  • C. Guedes Bezerra
    • 4
    • 5
  • P. A. Lemos
    • 4
    • 5
  • R. A. Feijóo
    • 1
    • 2
  1. 1.Laboratório Nacional de Computação Científica, LNCC-MCTIPetrópolisBrazil
  2. 2.Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, INCT-MACCPetrópolisBrazil
  3. 3.Comisión Nacional de Investigaciones Científicas y Técnicas, Pladema - CONICET, UNICEN, TandilAiresArgentina
  4. 4.Instituto do Coração (InCor)São PauloBrazil
  5. 5.Faculdade de MedicinaUniversidad de São PauloSão PauloBrazil

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