Biomechanical modeling of the human head for physically based, nonrigid image registration

IEEE Transactions on Medical Imaging

Volumn 18, Issue 10, 1999, Pages 875-884

  Hagemann, A ^a   Rohr, K ^a   Stiehl, H S ^a   Spetzger, U ^a   Gilsbach, J M ^a  

^a UNIVERSITY OF HAMBURG   (Germany)

Author keywords

Biomechanical model; Elasticity theory; Finite element method; Image correction; Inhomogeneous materials; Intraoperative image correction

Indexed keywords

ARTICLE; BIOLOGICAL MODEL; BIOMECHANICS; BRAIN; ELASTICITY; FINITE ELEMENT ANALYSIS; HUMAN; INTRAOPERATIVE PERIOD; METHODOLOGY; NEUROSURGERY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PHYSIOLOGY; SKULL; STATISTICS;

BIOMECHANICS; BRAIN; ELASTICITY; FINITE ELEMENT ANALYSIS; HUMANS; INTRAOPERATIVE PERIOD; MAGNETIC RESONANCE IMAGING; MODELS, NEUROLOGICAL; NEUROSURGICAL PROCEDURES; SKULL;

BIOMECHANICS; BRAIN; DEFORMATION; ELASTICITY; FINITE ELEMENT METHOD; MATHEMATICAL MODELS; NEUROPHYSIOLOGY; NEUROSURGERY; PHYSIOLOGICAL MODELS;

BRAIN DEFORMATIONS; IMAGE CORRECTION; IMAGE REGISTRATION;

MEDICAL IMAGING;

EID: 0033201363     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/42.811267     Document Type: Article

References (45)

1. D. L. G. Hill, C. R. Maurer, R. J. Maciunas, J. A. Barwise, J. M. Fitzpatrick, and M. Y. Wang, "Measurement of intraoperative brain surface deformation under a craniotomy," Neurosurgery, vol. 43, no. 3, pp. 514-526, Sept. 1998.
2. C. R. Maurer, D. L. G. Hill, A. J. Martin, H. Liu, M. McCue, D. Rueckert, D. Lloret, W. A. Hall, R. E. Maxwell, D. J. Hawkes, and C. L. Truwit, "Investigation of intraoperative brain deformation using a 1.5-T interventional MR system: Preliminary results," IEEE Trans. Med. Imag., vol. 17, pp. 817-825, Oct. 1998.
3. R. D. Bucholz, D. D. Yeh, J. Trobaugh, L. L. McDurmont, C. Sturm, C. Baumann, J. M. Henderson, A. Levy, and P. Kessman, "The correction of stereotactic inaccuracy caused by brain shift using an intraoperative ultrasound device," in Computer Vision, Virtual Reality, Robotics Medicine, Medical Robotics Computer-Assisted Surgery (CVRMed-MRCAS'97) (Lecture Notes in Computer Science), J. Troccaz, E. Grimson, and R. Mösges, Eds. Berlin, Germany: Springer-Verlag, 1997, vol. 1205, pp. 459-66.
4. P. J. Edwards, D. L. G. Hill, J. A. Little, and D. J. Hawkes, "A threecomponent deformation model for image-guided surgery," Med. Image Anal., vol. 2, no. 4, pp. 355-367, 1998.
5. C. Davatzikos, "Nonlinear registration of brain images using deformable models," in Proc. IEEE Workshop Mathematical Methods Biomédical Image Analysis, San Francisco, CA, June 1996, pp. 94-103.
6. S. K. Kyriacou and C. Davatzikos, "A biomechanical model of soft tissue deformation, with applications to nonrigid registration of brain images with tumor pathology," in Medical Image Computing and Computer-Assisted Intervention (MICCAI'98) (Lecture Notes in Computer Science), W. M. Wells, A. Colchester, and S. Delp, Eds. Berlin, Germany: Springer-Verlag, Oct. 1998, no. 1496, pp. 531-538.
7. M. Mooney, "A theory of large elastic deformation," J. Appl. Phys., vol. 11, pp. 582-592, Sept. 1940.
8. K. K. Mendis, R. L. Stalnaker, and S. H. Advani, "A constitutive relationship for large deformation finite element modeling of brain tissue," J. Biomech. Eng., vol. 117, pp. 279-285, Aug. 1995.
9. W. Maurel, Y. Wu, N. Magnenat Thalmann, and D. Thalmann, Biomechanical Models for Soft Tissue Simulation (Basic Research Series). Berlin, Germany: Springer-Verlag, 1998.
10. M. S. Estes and J. H. McElhaney, "Response of brain tissue to compressive loading," Amer. Soc. Mech. Eng., vol. 70-BHF-13, pp. 1-4, 1970.
11. H. Lester, S. R. Arridge, and K. M. Jansons, "Local deformation metrics and nonlinear registration using a fluid model with variable viscosity," in Proc. Medical Image Understanding Analysis (MIUA '98) ConJ., University of Leeds, Leeds, U.K., July 1998, pp. 44-18.
12. O. Skrinjar, D. Spencer, and J. Duncan, "Brain shift modeling for use in neurosurgery," in Medical Image Computing and Computer-Assisted Intervention (MICCAI'98) (Lecture Notes in Computer Science), W. M. Wells, A. Colchester, and S. Delp, Eds. Berlin, Germany: SpringerVerlag, Oct. 1998, no. 1496, pp. 641-648.
13. M. R. Pamidi and S. H. Advani, "Nonlinear constitutive relations for human brain tissue," J. Biomech. Eng., vol. 100, pp. 44-18, 1978.
14. Y. C. Fung, Biomechanics: Mechanical Properties of Living Tissues. Berlin, Germany: Springer-Verlag, 1993.
15. K. D. Paulsen, M. I. Miga, F. E. Kennedy, P. J. Hoopes, A. Hartov, and D. W. Roberts, "A computational model for tracking subsurface tissue deformation during stereotactic neurosurgery," IEEE Trans. Biomed. Eng., vol. 46, pp. 213-225, Feb. 1999.
16. Y. Tada, T. Nagashima, and M. Takada, "Biomechanics of brain tissue (simulation of cerebrospinal fluid flow)," JSME Int. J., Series A, vol. 37, no. 2, pp. 188-194, Apr. 1994.
17. A. Hagemann, K. Rohr, H. S. Stiehl, U. Spetzger, and J. M. Gilsbach, "Nonrigid matching of tomographic images based on a biomechanical model of the human head," in Proc. Medical Imaging 1999-Image Processing (MI'99), San Diego, CA, Feb. 1999, pp. 583-592.
18. K. Miller and K. Chinzei, "Constitutive modeling of brain tissue: Experiment and theory," J. Biomech., vol. 30, pp. 1115-1121, 1997.
19. E. K. Walsh and A. Schettini, "Brain tissue elasticity and CSF elastance," Neurolog. Research, vol. 12, pp. 123-127, June 1990.
20. C. Cuvelier, A. Segal, and A. A. van Steenhoven, Finite Element Methods and Navier-Stokes Equations. Dordrecht, The Netherlands: D. Reidel, 1986.
21. H. Kardestuncer and D. H. Norrie, Finite Element Handbook. New York: McGraw-Hill, 1987.
22. K. H. Huebner, E. A. Thornton, and T. G. Byrom, The Finite Element Method For Engineers. New York: Wiley, 1995.
23. W. Peckar, C. Schnorr, K. Rohr, and H. S. Stiehl, "Two-step parameterfree elastic image registration with prescribed point displacements," Proc. 9th Int. Conf. Image Analysis Processing (ICIAP'97), 1997, vol. 1310, pp. 527-534.
24. P. G. Ciarlet, Mathematical Elasticity: Three-Dimensional Elasticity (Studies in Mathematics and its Application). Amsterdam, The Netherlands: North Holland, 1988, vol. 20.
25. W. Peckar, "Application of variational methods to elastic registration of medical images," Ph.D. dissertation, Universität Hamburg, Fachbereich Informatik, AB KOGS, 1998.
26. H. R. Schwarz, Methode der Finiten Elemente. Berlin, Germany: Teubner Verlag, 1984.
27. R. R. Hosey and Y. K. Liu, "A homeomorphic finite element model of the human head and neck," in Finite Elements in Biomechanics. Wiley, 1982, ch. 18, pp. 379-01.
28. C. C. Ward, "Finite element models of the head and their use in brain injury research," in Proc. 26th Stapp Car Crash Conf., Ann Arbor, MI, 1982, pp. 71-85.
29. J. S. Ruan, T. B. Khalil, and A. I. King, "Human head dynamic response to side impact by finite element modeling," J. Biomech. Eng., vol. 113, pp. 276-283, Aug. 1991.
30. R. Willinger, C. M. Kopp, and D. Césari, "New concept of contrecoup lesion mechanism: Modal analysis of a finite element model of the head," in Proc. Int. Res. Council Biokinetics Impacts, Sept. 1992, pp. 283-298.
31. C.-S. Chu, M.-S. Lin, H.-M. Huang, and M.-C. Lee, "Finite element analysis of cerebral contusion,"/ Biomech., vol. 27, no. 2, pp. 187-194, Feb. 1994.
32. H. Takizawa, K. Sugiura, M. Baba, and J. D. Miller, "Analysis of intracerebral hematoma shapes by numerical computer simulation using the finite element method," Neurologica Medico-Chirurgica, vol. 34, no. 2, pp. 65-69, Feb. 1994.
33. A. H. Kuijpers, M. H. A. Claessens, and A. A. H. J. Sauren, "The influence of different boundary conditions on the response of the head to impact: A two-dimensional finite element study," J. Neurotrauma, vol. 12, no. 4, pp. 715-724, 1995.
34. S. Kumaresan and S. Radhakrisnan, "Importance of partitioning membranes of the brain and the influence of the neck in head injury modeling," M. Biol. Eng. Comp., vol. 34, pp. 27-34, Jan. 1996.
35. T. A. Whitman, G. R. Wodicka, M. T. Morgan, and J. D. Bourland, "Measurement and modeling of the vibrational response of the ovine head as it relates to intracranial pressure," in Bridging Disciplines for Biomedicine, Annu. Int. Conf. IEEE Engineering Medicine Biology Society Amsterdam, The Netherlands, Oct. 1996.
36. U. Hartmann and F. Kruggel, "Erste klinische Untersuchungen mit einem mechanischen Finite-Elemente-Modell des menschlichen Kopfes," in Bildverarbeitung für die Medizin 1998, T. Lehmann, V. Metzler, K. Spitzer, and T. Tolxdorff, Eds. Berlin, Germany: Springer-Verlag, Mär. 1998, pp. 59-63.
37. A. A. H. J. Sauren and M. H. A. Claessens, "Finite element modeling of head impact: The second decade," in Proc. Int. IRCOBI Conf. Biomechanics Impact, 1993, pp. 241-254.
38. T. Nagashima, T. Shirakuni, and S. I. Rapoport, "A two-dimensional finite element analysis of vasogenic brain edema," Neurologica MedicoChirurgica., vol. 30, p. 1, 1990.
39. J. H. McElhaney, R. L. Stalnaker, and V. L. Roberts, "Biomechanical aspects of head injury," Human Impact Response, pp. 85-112, 1973.
40. A. M. Nahum, R. Smith, and C. C. Ward, "Intracranial pressure dynamics during head impact," in Proc. 21st Stapp Car Crash Conf., 1977, pp. 339-366.
41. Numerical Objects AS, "Diffpack." Available: http://www.nobjects.com/Diffpack/, 1999.
42. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: Active contour models," Int. J. Comp. Vision, vol. 1, no. 4, pp. 321-331, 1988.
43. T. Mclnerney and D. Terzopoulos, "Deformable models in medical image analysis: A survey," Med. Image Anal., vol. 1, no. 2, 1996.
44. S. Tieck, S. Gerloff, and H. S. Stiehl, "Interactive graph-based editing of watershed-segmented 2-D images," in Proc. Workshop Interactive Segmentation Medical Images (ISMI'98), University of Amsterdam, Amsterdam, The Netherlands, Sept. 1998. Available: http://carol.wins.ura.nl/silvia/workshop
45. Y. C. Fung, A First Course In Continuum Mechanics. Englewood Cliffs, NJ: Prentice-Hall, 1994.