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Modeling Mitral Valve Leaflets from Three-Dimensional Ultrasound

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Functional Imaging and Modeling of the Heart (FIMH 2011)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 6666))

Abstract

The geometry of the mitral leaflets, most commonly viewed using three-dimensional ultrasound, is an important input for mechanical models predicting valve closure. Current methods for leaflet modeling from ultrasound either require extensive user interaction, rely on inaccurate assumptions, or produce generic results. The presented method for modeling the mitral leaflets from three-dimensional ultrasound of an open mitral valve is automatic and able to capture patient specific geometry. The method requires as an input the location of the mitral annulus, which we generate semi-automatically using our previously designed method. No additional user interaction is required. The leaflet modeling algorithm operates by first constructing an extended surface at the location of the leaflets which extends beyond the leaflet edges into the blood pool, and then trims the surface to the observed length of the leaflets. Preliminary results suggest the leaflet modeling method, combined with our previous method for annulus segmentation, generates accurate patient-specific mitral valve models.

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References

  1. Kunzelman, K., Einstein, D., Cochran, R.: Fluid–structure interaction models of the mitral valve: function in normal and pathological states. Philosophical Transactions of the Royal Society B: Biological Sciences 362, 1393 (2007)

    Article  Google Scholar 

  2. Hammer, P., Perrin, D., Pedro, J., Howe, R.: Image-based mass-spring model of mitral valve closure for surgical planning. In: Proc. SPIE - Medical Imaging, vol. 6918, 69180Q1–8 (2008)

    Google Scholar 

  3. Shang, Y., Yang, X., Zhu, L., Deklerck, R., Nyssen, E.: Region competition based active contour for medical object extraction. Computerized Medical Imaging and Graphics 32, 109–117 (2008)

    Article  Google Scholar 

  4. Burlina, P., Sprouse, C., DeMenthon, D., Jorstad, A., Juang, R., Contijoch, F., Abraham, T., Yuh, D., McVeigh, E.: Patient-Specific Modeling and Analysis of the Mitral Valve Using 3D-TEE. In: Navab, N., Jannin, P. (eds.) IPCAI 2010. LNCS, vol. 6135, pp. 135–146. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  5. Ionasec, R., Voigt, I., Georgescu, B., Wang, Y., Houle, H., Vega-Higuera, F., Navab, N., Comaniciu, D.: Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE. IEEE Transactions on Medical Imaging 29, 1636–1651 (2010)

    Article  Google Scholar 

  6. Schneider, R., Perrin, D., Vasilyev, N., Marx, G., del Nido, P., Howe, R.: Mitral Annulus Segmentation from 3D Ultrasound Using Graph Cuts. IEEE Transactions on Medical Imaging 29, 1676–1687 (2010)

    Article  Google Scholar 

  7. Lucas, B., Kanade, T.: An iterative image registration technique with an application to stereo vision. In: Proc. 7th International Joint Conference on Artificial Intelligence, Vancouver, B.C., Canada, pp. 674–679 (1981)

    Google Scholar 

  8. Boykov, Y., Kolmogorov, V.: An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision. IEEE Transactions on Pattern Analysis and Machine Intelligence 26, 1124–1137 (2004)

    Article  MATH  Google Scholar 

  9. Kolmogorov, V.: Software (2004), http://www.cs.ucl.ac.uk/staff/V.Kolmogorov/-software.html (accessed: October 1, 2008)

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© 2011 Springer-Verlag Berlin Heidelberg

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Schneider, R.J., Burke, W.C., Marx, G.R., del Nido, P.J., Howe, R.D. (2011). Modeling Mitral Valve Leaflets from Three-Dimensional Ultrasound. In: Metaxas, D.N., Axel, L. (eds) Functional Imaging and Modeling of the Heart. FIMH 2011. Lecture Notes in Computer Science, vol 6666. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21028-0_27

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  • DOI: https://doi.org/10.1007/978-3-642-21028-0_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21027-3

  • Online ISBN: 978-3-642-21028-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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