Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM

Medical Image Analysis

Volumn 1, Issue 1, 1996, Pages 53-71

  Park, Jinah ^a   Metaxas, Dimitri ^a   Axel, Leon ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Intuitive parameters; Left ventricle (LV); Physics based modelling; Quantitative shape and motion analysis; Volumetric deformable models

Indexed keywords

ANATOMY; ARTICLE; COMPARATIVE STUDY; COMPUTER SIMULATION; CONGESTIVE CARDIOMYOPATHY; HEART LEFT VENTRICLE FUNCTION; HEART VENTRICLE; HEART VOLUME; HISTOLOGY; HUMAN; IMAGE PROCESSING; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY; REPRODUCIBILITY; SYSTOLE;

ANATOMY, CROSS-SECTIONAL; CARDIAC VOLUME; CARDIOMYOPATHY, DILATED; COMPUTER SIMULATION; HEART VENTRICLES; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; REPRODUCIBILITY OF RESULTS; SYSTOLE; VENTRICULAR FUNCTION, LEFT;

EID: 0030088710     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1361-8415(01)80005-0     Document Type: Article

References (59)

1. Arts, T., Veenstra, P. C. and Reneman, R. S. (1982) Epicardial deformation and left ventricle wall mechanics during ejection in the dog. Am. J. Phyysiol., 243, H379-H390.
2. Arts, T., Hunter, W. C., Douglas, A., Muijtjens, M. M. and Reneman, R. S. (1992) Description of the deformation of the left ventricle by a kinematic model. J. Biomech., 25, 1119-1127.
3. Arts, T., Hunter, W. C., Douglas, A. S., Muijtjens, A. M. M., Corsel, J. W. and Reneman, R. S. (1993) Macroscopic three-dimensional motion patterns of the left ventricle. Adv. Exp. Med. Biol., 346, 383-392.
4. Amini, A. and Duncan, J. (1991) Pointwise tracking of left-Ventricular Motion. In 3D. Proc. IEEE Workshop on Visual Motion (Princeton, NJ), 294-298.
5. Axel, L. and Dougherty, L. (1989) Heart wall motion: improved method of spatial modulation of magnetization for MR imaging. Radiology, 172, 349-350.
6. Axel, L., Gonçalves, F. and Bloomgarden, D. (1992) Regional heart wall motion: two-dimensional analysis and functional imaging of regional heart wall motion with magnetic resonance imaging. Radiology, 183, 745-750.
7. Axel, L., Bloomgarden, D., Cheng, C.-N., Kraitchman, D. and Young, A. A. (1993) SPAMMVU: A Program for the Analysis of Dynamic Tagged MRI. In Book of Abstracts: Society of Magnetic Resonance in Medicine, p. 724.
8. Azhari, H., Buchalter, M., Sideman, S., Shapiro, E. and Beyar, R. (1992) A conical model to describe the nonuniformity of the left ventricular twisting motion. Ann. Biomed. Eng., 20, 149-165.
9. Bardinet, E., Ayache, N. and Cohen, L. D. (1994) Fitting of Iso-Surfaces Using Superquadrics and Free-Form Deformations. Proc. IEEE Workshop on Biomedical Image Analysis (Seattle, WA), 184-193.
10. Beyar, R. and Sideman, S., (1985) Effect of the twisting motion on the non-uniformities of transmural fiber mechanics and energy demands - a theoretical study. IEEE Trans. Biomed. Eng., 32, 764-769.
11. Brower, R. W., Katen, H. T. and Meester, G. J. (1978) Direct method for determining regional myocardial shortening after bypass surgery from radiopaque markers in man. Am. J. Cardiol., 41, 1222-1229.
12. Chen, C. W. and Huang, T. S. (1990) Epicardial Motion and Deformation Estimation from Coronary Artery Bifurcation Points. Procc. 3rd Int. Conf. on Computer Vision (Osaka, Japan), pp. 456-459.
13. Cohen, F. D. and Cohen, I., (1990) A Finite Element Method Applied to New Active Contour Models and 3D Reconstruction from Cross Sections. Proc. 3rd Int. Conf. on Computer Vision (Osaka, Japan), pp. 587-591.
14. Denney, T. S. Jr. and Prince, J. L. (1994) 3D Displacement Filed Reconstruction on an Irregular Domain from Planar Tagged Cardiac MR Images. Proc. Workshop on Motion of Non-Rigid and Articulated Objects (Austin, TX),pp. 172-177.
15. Fischer, S. F., McKinnon, G. C., Scheidegger, M. B., Prins, W., Meier, D. and Boesiger, P. (1994) True myocardial motion tracking. Mag. Res. Med., 31, 401-413.
16. Friboulet, D., Magnin, I. F. and Revel. D., (1992) Assessment of a model for overall left ventricular three-dimensional motion from MRI data. Int. J. Cardiac Imag., 8, 175-190.
17. Friboulet, D., Magnin, I. F., Mathieu, C., Pommert, A. and Hoehne, K. H. (1993) Assessment and visualization of the curvature of the left ventricle from 3D medical images. Comput. Med. Imag. Graph., 17, 257-262.
18. Ghista, D. N. and Hamid, M. S. (1977) F'inite element stress analysis of the human left ventricle whose irregular shape is developed from single plane cineangiocardiogram. Comput. Prog. Biomed., 7, 219-231.
19. Guccione, J. M. and McCulloch, A. D. (1991) Finite Element Modeling of Ventricular Mechanics. In Theory of Heart: Biomechanics, Biophysics, and Nonlinear Dynamics of Cardiac function. Glass, L., Hunter, P. and McCulloch, A. (eds), pp. 121-144. Springer-Verlag, New York.
20. Harrison, D. C., Goldblatt, A., Braunwald, E., Glick, G. and Mason, D. T. (1963) Studies on cardiac dimensions in intact unanesthetized man. 1. Description of techniques and their validation. Circ. Res., 13, 448-455.
21. Huang, W. C. and Goldgof, D. (1993) Adaptive-size meshes for rigid and nonrigid shape analysis and synthesis. IEEE Trans. Patt. Anal., 15, 611-616.
22. Janz., R. F. and Waldron, R. J. (1978) Predicted effect of chronic apical aneurysms on the passive stiffness of the human left ventricle. Circ. Res., 42, 255-263.
23. Kambhamettu, C. and Goldgof, D. (1992) Point Correspondence Recovery in Non-rigid Motion. Proc. IEEE Conf. on Computer Vision and Pattern Recognition (Champaign, IL), pp. 222-227.
24. Kass, M., Witkin, A. and Terzopoulos, D. (1988) Snakes: active contour models. Int. J. Computer Vision, 1, 321-331.
25. Kim, H. C., Min, B. G., Lee, M. M., Seo, J. D., Lee, Y. W. and Han, M. C. (1985) Estimation of local cardiac wall deformation and regional wall stress from biplane coronary cineangiograms. IEEE Trans. Biomed. Eng., 32, 503-511.
26. McInerney, T. and Terzopoulos, D. (1993) A Finite Element Model for 3D Shape Reconstruction and Nonrigid Motion Tracking. Proc. 4th Int. Conf. on Computer Vision (Berlin), pp. 518-523.
27. Meier, G. D., Bove, A. A., Santamore, W. P. and Lynch, P. R. (1980) Contractile function in canine right ventricle. Am. J. Physiol., 239, H794-H804.
28. Metaxas, D. (1992) Physics-Based Modeling of Nonrigid Objects for Vision and Graphics, Ph.D. Thesis, Department of Computer Science. University of Toronto.
29. Metaxas, D. and Terzopoulos, D. (1993) Shape and nonrigid motion estimation through physics-based synthesis, IEEE Trans. PAMI, 15, 569-579.
30. Mishra, S. K. and Goldgof, D. B. (1991) Motion Analysis and Modeling of Epicardial Surfaces from Point and Line Correspondences, Proc. IEEE Workshop on Visual Motion (Princeton, NJ), pp. 300-305.
31. Moore, C., O'Dell, W., McVeigh, L. and Zerhouni, L. (1992) Calculation of three-dimensional left ventricular strains form biplanar tagged MR images. J. Mag. Res. Imag., 2, 165-175.
32. Nastar, C. and Ayache, N. 1994 Spatio-temporal analysis of nonrigid motion from 4D data. Proc. Workshop on Motion of Non-Rigid and Articulated Objects (Austin, TX), pp. 146-151.
33. O'Dell, W. G., Moore, C. C. and McVeigh, E. R. (1993) Displacement field fitting approach to calculate 3d deformations from paralleltagged MR images. J. Magn. Reson. Imag., 3. P208.
34. O'Neil, P. V. (1987) Advanced Engineering Mathematics, 2nd edn, Wadsworth Pub., Belmont.
35. Park, J., Metaxas, D. and Young, A. (1994a) Deformable Models with Parameter Functions: Application to Heart-Wall Modeling. Proc. IEEE Computer Vision and Pattern Recog. (Seattle, WA), pp. 437-442.
36. Park, J., Metaxas, D., Young, A. and Axel, L. (1994b) Model-based Analysis of Cardiac Motion from Tagged MRI Data. Proc. Seventh Annual IEEE Symposium on Computer-Based Medical Systems (Winston-Salem, NC), pp. 40-45.
37. Park, J., Metaxas, D. and Axel, L. (1995) Volumetric Deformable Models with Parameter Functions: A New Approach to the 3D Motion Analysis of the LV from MRI-SPAMM. Proc. 5th Int. Conf. on Computer Vision (Cambridge, MA), pp. 700-705.
38. Park, J., Metaxas, D., Young, A. A. and Axel, L. (1996) Deformable Models with Parameter Functions for Cardiac Motion Analysis from Tagged MRI Data. IEEE Trans. Med. Imag., in press.
39. Pentland, A. and Horowitz, B. (1991) Recovery of Nonrigid Motion and Structure. IEEE Trans. PAMI, 13, 730-742.
40. Pentland, A., Horowitz. B. and Sclaroff, S. (1991) Non-Rigid Motion and Structure from Contour, Proc. IEEE Workshop on Visual Motion, (Princeton, NJ), pp. 288-293.
41. Press, W. H., Flannery, B. P., Teukolsky, S. A. and Vetterling, W. T. (1988) Numerical Recipes in C: The An of Scientific Computing. Cambridge University Press, Cambridge.
42. Rankin, J. S., McHale, P. A., Artentzen, C. F., Ling, D., Greenfield, J. C. and Anderson, R. W. (1976) The three-dimensional dynamic geometry of the left ventricle in the conscious dog. Circ. Res., 39, 304-313.
43. Rogers, W., Shapiro, E., Weiss, J., Buchalter, M., Rademakers, F., Weisfeldt, M. and Zerhouni, E. (1991) Quantification of and correction for left ventricular systolic long-axis shortening by magnetic resonance tissue tagging and slice isolation. Circulation, 84, 721-731.
44. Sclaroff, S. and Pentland, A. (1994) On Modal Modeling for Medical Images: Underconstrained Shape Description and Data Compression. Proc. IEEE Workshop on Biomedical Image Analysis (Seattle, WA), pp. 70-79.
45. Shabana, A. A. (1988) Dynamics of Multibody Systems. WileyInterscience. New York.
46. Shi, P., Amini. A., Robinson, G., Sinusas, A.. Constable, C. T. and Duncan, J. (1994) Shape-based 4D Left Ventricular Myocardial Function Analysis. Proc. IEEE Workshop on Biomedical Image Analysis (Seattle, WA), pp. 88-97.
47. Shi, P., Robinson, G., Constable, T., Sinusas, A. and Duncan, J. (1995) A Model-Rased Integrated Approach to Track Myocardial Deformation Using Displacement and Velocity Constraints. Proc. 5th Int. Conf. on Computer Vision (Cambridge, MA), pp. 687-692.
48. Tennant, R. and Wiggers, C. J. (1935) The effect of coronary occlusion on myocardial contraction. Aw. J. Physiol., 112, 351-361.
49. Tsotsos, J. K. (1989) Knowledge Organization and Its Role in Representation and Interpretation for Time-Varying Data: The ALVEN System. In Readings in Computer Vision, Fischler, M. and Firschein, O. (eds), pp. 498-514. Morgan Kaufmann, San Mateo, CA.
50. Villarreal, F. L., Waldman, L. K. and Lew, W. Y. W. (1988) A Technique for measuring regional two-dimensional finite strains in canine left ventricle, Circ. Res. 62, 711-721.
51. Waldman, L. K., Fung, Y. C. and Covell, J. W. (1985) Transmural myocardial deformation in the canine left ventricle: Normal in vivo three-dimensional finite strains. Circ. Res., 57, 152-163.
52. Young, A. (1991) Fpicardial Deformation F'rom Coronary Cineangiograms. In: Theory of Heart: Biomechanics, Biophysics, and Nonlinear Dynamics of Cardiac Function L. Glass, P. Hunter, A. McCulloch, (eds), pp. 175-207. Springer-Verlag, New York.
53. Young, A. A. and Axel, L. (1992) Three-dimensional motion and deformation of the heart wall. Radiology, 185, 241-247.
54. Young, A. A., Hunter, P. J. and Smaill, B. H. (1992) Estimation of epicardial strain using the motions of coronary bifurcations in biplane cineangiography. IEEE Trans. Biomed. Eng., 39, 526-531.
55. Young, A. A., Axel, L., Dougherty, L., Bogen, D. K. and Parenteau, C. S. (1993) Validation of tagging with MR imaging to estimate material deformation. Radiology, 188, 101-108.
56. Young, A. A., Kraitchman, D. L. and Axel, L. (1994a) Deformable models for tagged MR images: reconstruction of two- and three-dimensional heart wall motion. Proc. IEEE Workshop on Biomedical Image Analysis (Seattle, WA), pp. 317-323.
57. Young, A. A., Kramer, C. M., Ferrari, V. A., Axel, L. and Reichek, N. (1994h) Three-dimensional left ventricular deformation in hypertrophic cardiomyopathy. Circulation, 90, 854-867.
58. Young, A. A., Kraitchman, D. L., Dougherty, L. and Axel, L. (1995) Tracking and finite element analysis of stripe deformation in magnetic resonance tagging. IEEE Trans. Med. Imag., 14, 413-421.
59. Zerhouni, E. A., Parish, D. M., Rogers, W. J. and Yang, A. (1988) Human heart: Tagging with MR imaging - a method for noninvasive assessment of myocardial motion. Radiology, 169, 59-63.