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Estimation of In Vivo Myocardial Fibre Strain Using an Architectural Atlas of the Human Heart

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Book cover Functional Imaging and Modeling of the Heart (FIMH 2013)

Abstract

We propose a methodology to estimate 3D+time maps of left ventricular (LV) fibre strain from human structural and dynamic MRI data. A biomechanical finite element model integrates fibre direction throughout the LV extracted from ex vivo human diffusion tensor MRI (DT-MRI) acquisition and motion tracked from tagged MRI (TMRI). This combination enables the estimation of fibre strain and its spatio-temporal variation throughout the cardiac cycle. The sensitivity of fibre strain estimation on the underlying fibre orientation is evaluated using a database of 7 DT-MRI and 1 TMRI datasets acquired on normal subjects. Our analysis indicates that the structure of the LV is designed for maximum homogeneity of fibre strain during ejection.

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References

  1. Lombaert, H., Peyrat, J.-M., Croisille, P., Rapacchi, S., Fanton, L., Cheriet, F., Clarysse, P., Magnin, I., Delingette, H., Ayache, N.: Human atlas of the cardiac fiber architecture: Study on a healthy population. IEEE Trans. Med. Imaging 31(7), 1436–1447 (2012)

    Article  Google Scholar 

  2. Axel, L., Chen, T., Manglik, T.: Dense myocardium deformation estimation for 2D tagged MRI. In: Frangi, A.F., Radeva, P.I., Santos, A., Hernandez, M. (eds.) FIMH 2005. LNCS, vol. 3504, pp. 446–456. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  3. Arts, T., Prinzen, F., Delhaas, T., Milles, J., Rossi, A., Clarysse, P.: Mapping displacement and deformation of the heart with local sine-wave modeling. IEEE Transactions on Medical Imaging 29(5), 1114–1123 (2010)

    Article  Google Scholar 

  4. Sermesant, M., Delingette, H., Ayache, N.: An electromechanical model of the heart for image analysis and simulation. IEEE Transactions on Medical Imaging 25(5), 612–625 (2006)

    Article  Google Scholar 

  5. Wang, V.Y., Lam, H., Ennis, D.B., Cowan, B.R., Young, A.A., Nash, M.P.: Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function. Medical Image Analysis 13, 773–784 (2009)

    Article  Google Scholar 

  6. Delhaas, T., Arts, T., Prinzen, F., Reneman, R.: Regional fibre stress-fibre strain area as an estimate of regional blood flow and oxygen demand in the canine heart. Journal of Physiology 477(3), 481–496 (1994)

    Google Scholar 

  7. Tseng, W.-Y., Dou, J., Reese, T.G., Wedeen, V.J.: Imaging myocardial fiber disarray and intramural strain hypokinesis in hypertrophic cardiomyopathy with mri. Journal of Magnetic Resonance Imaging 23, 1–8 (2006)

    Article  Google Scholar 

  8. Frindel, C., Robini, M., Croisille, P., Zhu, Y.-M.: Comparison of regularization methods for human cardiac diffusion tensor MRI. Medical Image Analysis 13(3), 405–418 (2009)

    Article  Google Scholar 

  9. Wang, V., Casta, C., Croisille, P., Clarysse, P., Zhu, Y.-M., Cowan, B., Young, A., Nash, M.: Estimation of in vivo human myocardial fibre strain by integrating diffusion tensor and tagged mri using fe modeling. In: IEEE International Symposium on Biomedical Imaging (ISBI), Barcelona, Spain, pp. 46–49 (2012)

    Google Scholar 

  10. Moore, Lugo-Olivieri, McVeigh, Zerhouni: Three-dimensional systolic strain patterns in the normal human left ventricle: Characterization with tagged mr imaging. Radiology 214, 453–466 (2000)

    Google Scholar 

  11. Rijcken, J., Bovendeerd, P., Schoofs, A., Campen, D.V., Arts, T.: Optimization of cardiac fiber orientation for homogeneous fiber strain during ejection. Annals of Biomedical Engineering 27, 289–297 (1999)

    Article  Google Scholar 

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© 2013 Springer-Verlag Berlin Heidelberg

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Casta, C. et al. (2013). Estimation of In Vivo Myocardial Fibre Strain Using an Architectural Atlas of the Human Heart. In: Ourselin, S., Rueckert, D., Smith, N. (eds) Functional Imaging and Modeling of the Heart. FIMH 2013. Lecture Notes in Computer Science, vol 7945. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38899-6_25

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  • DOI: https://doi.org/10.1007/978-3-642-38899-6_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38898-9

  • Online ISBN: 978-3-642-38899-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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