Registration of MR prostate images with biomechanical modeling and nonlinear parameter estimation

Medical Physics

Volumn 33, Issue 2, 2006, Pages 446-454

  Alterovitz, Ron ^a   Goldberg, Ken ^b   Pouliot, Jean ^c   Hsu, I Chow Joe ^c   Kim, Yongbok ^c   Noworolski, Susan Moyher ^c   Kurhanewicz, John ^c  

^a DEPARTMENT OF INDUSTRIAL ENGINEERING AND OPERATIONS RESEARCH   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Deformable image registration; Nonlinear image warping; Prostate finite element model; Prostate therapy; Registration

Indexed keywords

BALLOONS; BIOMECHANICS; COMPUTERIZED TOMOGRAPHY; DEFORMATION; DISEASES; FINITE ELEMENT METHOD; HISTOLOGY; IMAGE REGISTRATION; IMAGE SEGMENTATION; MAGNETIC RESONANCE SPECTROSCOPY; MAGNETISM; NONLINEAR PROGRAMMING; PARAMETER ESTIMATION; PROBES; RESONANCE; TISSUE; UNCERTAINTY ANALYSIS; UROLOGY;

DEFORMABLE IMAGE REGISTRATION; MAGNETIC RESONANCE SPECTROSCOPIC IMAGING; NON-LINEAR IMAGE WARPING; NONLINEAR PARAMETER ESTIMATION; PROSTATE THERAPY; RADIATION THERAPY TREATMENT; REGISTRATION; SIMILARITY COEFFICIENTS;

MAGNETIC RESONANCE IMAGING;

ARTICLE; BIOLOGICAL MODEL; BIOMECHANICS; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC IMAGING; EVALUATION; FINITE ELEMENT ANALYSIS; FORCE; HUMAN; MALE; MECHANICAL PROBE; MICROCOMPUTER; NONLINEAR SYSTEM; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PARAMETER; PRIORITY JOURNAL; PROSTATE; RADIATION; REGISTRATION; RIGIDITY; SENSITIVITY ANALYSIS; SOFT TISSUE; STATISTICAL MODEL; TREATMENT PLANNING;

EID: 31844456046     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2163391     Document Type: Article

References (31)

1. National Center for Health Statistics, "Prostate disease." Available at http://www.cdc.gov/nchs/fastats/prostate.htm
2. J. Kurhanewicz, H. Hricak, D. B. Vigneron et al., "Prostate cancer: Metabolic response to cryosurgery as detected with 3D H-1 MR spectroscopic imaging," Radiology 200, 489-496 (1996).
3. 3) spatial resolution," Radiology 198, 795-805 (1996).
4. J. Kurhanewicz, D. Vigneron, and S. J. Nelson, "Three-dimensional magnetic resonance spectroscopic imaging of brain and prostate cancer," Neoplasia 2, 166-189 (2000).
5. J. Scheidler, H. Hricak, D. B. Vigneron et al., "Prostate cancer: Localization with three-dimensional proton MR spectroscopic imaging - clinicopathologic study," Radiology 213, 473-480 (1999).
6. J. Kurhanewicz, M. Swanson, S. J. Nelson, and D. Vigneron, "Combined magnetic resonance imaging and spectroscopic imaging approach to molecular imaging of prostate cancer," J. Magn. Reson Imaging 16, 451-463 (2002).
7. J. Pouliot, Y. Kim, E. Lessard, I. C. Hsu, D. Vigneron, and J. Kurhanewicz, "Inverse planning for HDR prostate brachytherapy use to boost dominant intra-prostatic lesion defined by magnetic-resonance spectroscopy imaging," Int. J. Radiat. Oncol., Biol., Phys. 59, 1196-1207 (2004).
8. E. Lessard and J. Pouliot, "Inverse planning anatomy-based dose optimization for HDR-brachytherapy of the prostate using fast simulated annealing algorithm and dedicated objective function," Med. Phys. 28, 773-779 (2001).
9. B. Pickett, E. Vigneault, J. Kurhanewicz, L. Verhey, and M. Roach, "Static field intensity modulation to treat a dominant intraprostatic lesion to 90 Gy compared to seven field 3-dimensional radiotherapy," Int. J. Radiat. Oncol., Biol., Phys. 43, 921-929 (1999).
10. P. Xia, B. Pickett, E. Vigneault, L. Verhey, and M. Roach, "Forward or inversely planned segmental multileaf collimator IMRT and sequential tomotherapy to treat multiple dominant intraprostatic lesions of prostate cancer to 90 Gy," Int. J. Radiat. Oncol., Biol., Phys. 51, 244-254 (2001).
11. M. Zaider, M. J. Zelefsky, E. K. Lee et al., "Treatment planning for prostate implants using magnetic-resonance spectroscopy imaging," Int. J. Radiat. Oncol., Biol., Phys. 47, 1085-1096 (2000).
12. H. Hricak, S. White, D. Vigneron, J. Kurhanewicz, A. Kosco, D. Levin, J. Weiss, P. Narayan, and P. R. Carroll, "Carcinoma of the prostate gland: MR imaging with pelvic phased-array coils versus integrated endorectal - pelvic phased-array coils," Radiology 193, 703-709 (1994).
13. C. E. Hayes, M. J. Dietz, B. F. King, and R. L. Ehman, "Pelvic imaging with phased array coils: quantitative assessment of signal-to-noise ratio improvement," J. Magn. Reson. (1969-1992) 2, 321-326 (1992).
14. J. E. Husband, A. R. Padhani, A. D. MacVicar, and P. Revell, "Magnetic resonance imaging of prostate cancer: comparison of image quality using endorectal and pelvic phased array coils," Clin. Radiol. 53, 673-681 (1998).
15. Y. Kim, I. C. Hsu, J. Pouliot, S. M. Noworolski, D. B. Vigneron, and J. Kurhanewicz, "Expandable and rigid endorectal coils for prostate MRI: Impact on prostate distortion and rigid image registration," Med. Phys. 32, 3569-3578 (2005).
16. J. R. Crouch, "Medial techniques for automating finite element analysis," Ph.D. thesis, University of North Carolina, Chapel Hill, 2003.
17. B. Fei, A. Wheaton, Z. Lee, J. I. Duerk, and D. Wilson, "Automatic MR volume registration and its evaluation for the pelvis and prostate," Phys. Med. Biol. 47, 823-838 (2002).
18. B. Fei, C. Kemper, and D. L. Wilson, "A comparative study of warping and rigid body registration for the prostate and pelvic MR volumes," Comput. Med. Imaging Graph. 27, 267-281 (2003).
19. M. Kessler, M. Roberson, R. Zeng, and J. Fessler, "Deformable image registration using multiresolution B-splines," Med. Phys. 31, 1792 (2004) (abstract).
20. X. Wu, S. J. Dibiase, R. Gullapalli, and C. X. Yu, "Deformable image registration for the use of Magnetic Resonance Spectroscopy in prostate treatment planning," Int. J. Radiat. Oncol., Biol., Phys. 58, 1577-1583 (2004).
21. D. Yan, D. A. Jaffray, and J. W. Wong, "A model to accumulate fractionated dose in a deforming organ," Int. J. Radiat. Oncol., Biol., Phys. 44, 665-675 (1999).
22. A. Bharatha, M. Hirose, N. Hata, S. K. Warfield, M. Ferrant, K. H. Zou, E. Suarez-Santana, J. Ruiz-Alzola, A. D'Amico, R. A. Cormack, R. Kikinis, F. A. Jolesz, and C. M. C. Tempanya, "Evaluation of three-dimensional finite element-based deformable registration of pre- and intraoperative prostate imaging," Med. Phys. 28, 2551-2560 (2001).
23. J. R. Crouch, S. M. Pizer, E. L. Chaney, and M. Zaider, "Medially based meshing with finite element analysis of prostate deformation" Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003-6th International Conference Proceedings, Montreal, Canada, 2003, pp. 108-115.
24. R. Alterovitz, K. Goldberg, J. Kurhanewicz, J. Pouliot, and I. C. Hsu, "Image registration for prostate MR spectroscopy using biomechanical modeling and optimization of force and stiffness parameters," Proceedings 26th Annual International Conference IEEE Engineering in Medicine and Biology Society, San Francisco, CA, 2004, pp. 1722-1725.
25. "Signa® LX Release 9.1," Chap 6. PROSE Pulse Sequence, 2333956-100 Rev. 0 (05/02), General Electric Company, 2002.
26. L. R. Dice, "Measures of the amount of ecologic association between species," Ecology 26, 297-302 (1945).
27. R. Horn, "Closed-form solution of absolute orientation using unit quaternions," J. Opt. Soc. Am. A 4, 629-642 (1987).
28. T. A. Krouskop, T. M. Wheeler, F. Kallel, B. S. Garria, and T. Hall, "Elastic moduli of breast and prostate tissues under compression," Ultrason. Imaging 20, 260-274 (1998).
29. J. Shewchuk, "Triangle: A two-dimensional quality mesh generator and Delaunay triangulator," http://www-2.cs.cmu.edu/~quake/triangle.html, 2003.
30. O. C. Zienkiewicz and R. L. Taylor, The Finite Element Method, 5th ed. (Butterworth-Heinemann, Boston, MA, 2000).
31. M. S. Bazaraa, H. D. Sherali, and C. M. Shetty, Nonlinear Programming: Theory and Algorithms, 2nd ed. (Wiley, New York, NY, 1993).