Computational complexity reduction for volumetric cardiac deformation recovery

Journal of Signal Processing Systems

Volumn 55, Issue 1-3, 2009, Pages 281-296

  Wong, Ken C L ^a   Wang, Linwei ^a   Zhang, Heye ^b   Liu, Huafeng ^c   Shi, Pengcheng ^a  

^a Rochester Institute of Technology   (United States)

^b UNIVERSITY OF AUCKLAND   (New Zealand)

^c ZHEJIANG UNIVERSITY   (China)

Author keywords

Cardiac information recovery; Cardiac physiome model; Deformation analysis; Kalman filtering; Mode superposition; State space representation

Indexed keywords

CARDIAC INFORMATION RECOVERY; CARDIAC PHYSIOME MODEL; DEFORMATION ANALYSIS; KALMAN FILTERING; MODE SUPERPOSITION; STATE-SPACE REPRESENTATION;

CONTROL THEORY; DEFORMATION; KALMAN FILTERS; MAGNETIC RESONANCE IMAGING; PHYSIOLOGICAL MODELS;

COMPUTATIONAL COMPLEXITY;

EID: 62349116214     PISSN: 19398018     EISSN: 19398115     Source Type: Journal    
DOI: 10.1007/s11265-008-0207-5     Document Type: Article

References (27)

1. Braunwald, E., Zipes, D. P., & Libby, P., (Eds.) (2001). Heart disease: A textbook of cardiovascular medicine (6th edn.). London: W.B. Saunders Company.
2. K. C. L. Wong H. Zhang H. Liu P. Shi 2007 Physiome-model-based state-space framework for cardiac deformation recovery Academic Radiology 14 11 1341 1349
3. R. R. Aliev A. V. Panfilov 1996 A simple two-variable model of cardiac excitation Chaos, Solitons and Fractals 7 3 293 301
4. Z. Knudsen A. Holden J. Brindley 1997 Qualitative modelling of mechano-electrical feedback in a ventricular cell Bulletin of Mathematical Biology 6 59 115 181
5. P. Hunter B. Smaill 1988 The analysis of cardiac function: A continuum approach Progress in Biophysics and Molecular Biology 52 101 164
6. Nash, M. (1998). Mechanics and material properties of the heart using an anatomically accurate mathematical model. Ph.D. thesis, University of Auckland.
7. Fung, Y. C. (1993). Biomechanics: Mechanical properties of living tissues (2nd edn.). New York: Springer.
8. Glass, L., Hunter, P., & McCulloch, A. (Eds.) (1991). Theory of heart: Biomechanics, biophysics, and nonlinear dynamics of cardiac function. New York: Springer.
9. M. Sermesant H. Delingette N. Ayache 2006 An electromechanical model of the heart for image analysis and simulation IEEE Transactions on Medical Imaging 25 5 612 625
10. A. Frangi W. Niessen M. Viergever 2001 Three-dimensional modeling for functional analysis of cardiac images: A review IEEE Transactions on Medical Imaging 20 2 25
11. B. He G. Li X. Zhang 2003 Noninvasive imaging of cardiac transmembrane potentials within three-dimensional myocardium by means of a realistic geometry anisotropic heart model IEEE Transactions on Biomedical Engineering 50 1190 1202
12. Z. Hu D. Metaxas L. Axel 2003 In vivo strain and stress estimation of the heart left and right ventricles from MRI images Medical Image Analysis 7 4 435 444
13. Liu, H., & Shi, P. (2003). Meshfree representation and computation: Applications to cardiac motion analysis. In Information Processing in Medical Imaging, LNCS (Vol. 2732, pp. 560-572). New York: Springer.
14. Wong, A., Liu, H., Sinusas, A., & Shi, P. (2004). Simultaneous recovery of left ventricular shape and motion using meshfree particle framework. In IEEE International Symposium on Biomedical Imaging: Macro to Nano (pp. 1263-1266). Piscataway: IEEE
15. Wong, K. C. L., Shi, P. (2004). Finite deformation guided nonlinear filtering for multiframe cardiac motion analysis. In International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS (Vol. 3216, pp. 895-902). New York: Springer.
16. S. Tong P. Shi 2007 Sampled-data filtering framework for cardiac motion recovery: Optimal estimation of continuous dynamics from discrete measurements IEEE Transactions on Biomedical Engineering 54 10 1750 1761
17. Bathe, K. J. (1996). Finite element procedures. Englewood Cliffs: Prentice Hall.
18. Liu, G. R. (2003). Mesh free methods: Moving beyond the finite element method. Boca Raton: CRC.
19. A. Pentland B. Horowitz 1991 Recovery of nonrigid motion and structure IEEE Transactions on Pattern Analysis and Machine Intelligence 13 7 730 742
20. P. Hunter T. Borg 2003 Integration from proteins to organs: The physiome project Nature Review: Molecular Cell Biology 4 237 243
21. E. W. Hsu C. S. Henriquez 2001 Myocardial fiber orientation mapping using reduced encoding diffusion tensor imaging Journal of Cardiovascular Magnetic Resonance 3 4 339 347
22. J. Rogers A. McCulloch 1994 A collocation-Galerkin finite element model of cardiac action potential propagation IEEE Transactions on Biomedical Engineering 41 743 757
23. Holzapfel, G. A. (2000). Nonlinear solid mechanics: A continuum approach for engineering. New York: Wiley.
24. Germann, W. J., & Stanfield, C. L. (2005). Principles of human physiology. Harlow: Pearson Benjamin Cummings.
25. Matthews, F., & Rawlings, R. (1994). Composite materials: Engineering and science. London: Chapman & Hall.
26. P. Besl H. McKay 1992 A method for registration of 3-D shapes IEEE Transactions on Pattern Analysis and Machine Intelligence 14 239 256
27. Balay, S., Buschelman, K., Gropp, W.D., Kaushik, D., Knepley, M. G., McInnes, L. C., et al. (2001). PETSc Web page http://www.mcs.anl.gov/petsc.