Accuracy and sensitivity of finite element model-based deformable registration of the prostate

Medical Physics

Volumn 35, Issue 9, 2008, Pages 4019-4025

  Brock, Kristy K ^a,c   Nichol, Alan M ^b   Ḿnard, Cynthia ^a   Moseley, Joanne L ^a   Warde, Padraig R ^a   Catton, Charles N ^a   Jaffray, David A ^a  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^c PRINCESS MARGARET HOSPITAL   (Canada)

Author keywords

Contour variation; Deformable registration; Finite element model; Prostate; Registration accuracy

Indexed keywords

DEFORMATION; ERRORS; MAGNETIC RESONANCE; MAGNETIC RESONANCE IMAGING; SENSITIVITY ANALYSIS; UROLOGY;

ALGORITHM EFFICIENCY; BIO-MECHANICAL MODELS; CONTOUR VARIATION; DEFORMABLE REGISTRATION; IMPLANTED MARKERS; METHODS AND MATERIALS; PROSTATE; REGISTRATION ACCURACY;

FINITE ELEMENT METHOD;

ARTICLE; BIOMECHANICS; CLINICAL ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; FINITE ELEMENT ANALYSIS; HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; PROSTATE CANCER; SENSITIVITY ANALYSIS;

EID: 50449102097     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2965263     Document Type: Article

References (44)

1. M. R. Cooperberg, J. W. Moul, and P. R. Carroll, " The changing face of prostate cancer.," J. Clin. Oncol. 23, 8146-8151 (2005).
2. S. A. Mangar, R. A. Huddart, C. C. Parker, D. P. Dearnaley, V. S. Khoo, and A. Horwich, " Technological advances in radiotherapy for the treatment of localised prostate cancer.," Eur. J. Cancer 41, 908-921 (2005).
3. J. L. Speight and M. Roach III, " Radiotherapy in the management of clinically localized prostate cancer: Evolving standards, consensus, controversies and new directions.," J. Clin. Oncol. 23, 8176-8185 (2005).
4. E. N. van Lin, " IMRT boost dose planning on dominant intraprostatic lesions: Gold marker-based three-dimensional fusion of CT with dynamic contrast-enhanced and 1H-spectroscopic MRI.," Int. J. Radiat. Oncol., Biol., Phys. 65, 291-303 (2006).
5. G. De Meerleer, " The magnetic resonance detected intraprostatic lesion in prostate cancer: Planning and delivery of intensity-modulated radiotherapy.," Radiother. Oncol. 75, 325-333 (2005).
6. P. Xia, B. Pickett, E. Vigneault, L. J. Verhey, and M. Roach, III, " 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).
7. B. Pickett, E. Vigneault, J. Kurhanewicz, L. Verhey, M. Roach, " Static field intensity modulation to treat a dominant intra-prostatic lesion to 90 Gy compared to seven field 3-dimensional radiotherapy.," Int. J. Radiat. Oncol., Biol., Phys. 44, 921-929 (1999).
8. J. M. Balter, H. M. Sandler, K. Lam, R. L. Bree, A. S. Lichter, and R. K. Ten Haken, " Measurement of prostate movement over the course of routine radiotherapy using implanted markers.," Int. J. Radiat. Oncol., Biol., Phys. 31, 113-118 (1995).
9. C. J. Beard, " Analysis of prostate and seminal vesicle motion: Implications for treatment planning.," Int. J. Radiat. Oncol., Biol., Phys. 34, 451-458 (1996).
10. T. E. Byrne, " A review of prostate motion with considerations for the treatment of prostate cancer.," Med. Dosim. 30, 155-161 (2005).
11. L. A. Dawson, " A comparison of ventilatory prostate movement in four treatment positions.," Int. J. Radiat. Oncol., Biol., Phys. 48, 319-323 (2000).
12. M. J. Ghilezan, " Prostate gland motion assessed with cine-magnetic resonance imaging (cine-MRI).," Int. J. Radiat. Oncol., Biol., Phys. 62, 406-417 (2005).
13. L. Happersett, " A study of the effects of internal organ motion on dose escalation in conformal prostate treatments.," Radiother. Oncol. 66, 263-270 (2003).
14. E. Huang, " Intrafraction prostate motion during IMRT for prostate cancer.," Int. J. Radiat. Oncol., Biol., Phys. 53, 261-268 (2002).
15. K. M. Langen and D. T. Jones, " Organ motion and its management.," Int. J. Radiat. Oncol., Biol., Phys. 50, 265-278 (2001).
16. D. Yan, D. Lockman, D. Brabbins, L. Tyburski, and A. Martinez, " An off-line strategy for constructing a patient-specific planning target volume in adaptive treatment process for prostate cancer.," Int. J. Radiat. Oncol., Biol., Phys. 48, 289-302 (2000).
17. W. Lu, " Deformable registration of the planning image (kVCT) and the daily images (MVCT) for adaptive radiation therapy.," Phys. Med. Biol. 51, 4357-4374 (2006).
18. M. H. Smitsmans, " Automatic prostate localization on cone-beam CT scans for high precision image-guided radiotherapy.," Int. J. Radiat. Oncol., Biol., Phys. 63, 975-984 (2005).
19. D. Letourneau, " Assessment of residual error for online cone-beam CT-guided treatment of prostate cancer patients.," Int. J. Radiat. Oncol., Biol., Phys. 62, 1239-1246 (2005).
20. B. Schaly, G. S. Bauman, W. Song, J. J. Battista, J. Van Dyk, " Dosimetric impact of image-guided 3D conformal radiation therapy of prostate cancer.," Phys. Med. Biol. 50, 3083-3101 (2005).
21. H. Wang, " Validation of an accelerated 'demons' algorithm for deformable image registration in radiation therapy.," Phys. Med. Biol. 50, 2887-2905 (2005).
22. H. Wang, " Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy.," Int. J. Radiat. Oncol., Biol., Phys. 61, 725-735 (2005).
23. A. Bharatha, " Evaluation of three-dimensional finite element-based deformable registration of pre- and intraoperative prostate imaging.," Med. Phys. 28, 2551-2560 (2001).
24. E. Schreibmann and L. Xing, " Narrow band deformable registration of prostate magnetic resonance imaging, magnetic resonance spectroscopic imaging, and computed tomography studies.," Int. J. Radiat. Oncol., Biol., Phys. 62, 595-605 (2005).
25. M. Foskey, " Large deformation three-dimensional image registration in image-guided radiation therapy.," Phys. Med. Biol. 50, 5869-5892 (2005).
26. N. Venugopal, B. McCurdy, A. Hnatov, and A. Dubey, " A feasibility study to investigate the use of thin-plate splines to account for prostate deformation.," Phys. Med. Biol. 50, 2871-2885 (2005).
27. M. R. Kaus, K. K. Brock, V. Pekar, L. A. Dawson, A. M. Nichol, and D. A. Jaffray, " Assessment of a model-based deformable image registration approach for radiation therapy planning.," Int. J. Radiat. Oncol., Biol., Phys. 68, 572-580 (2007).
28. W. Lu, M. L. Chen, G. H. Olivera, K. J. Ruchala, and T. R. Mackie, " Fast free-form deformable registration via calculus of variations.," Phys. Med. Biol. 49, 3067-3087 (2004).
29. K. K. Brock, M. B. Sharpe, L. A. Dawson, S. M. Kim, and D. A. Jaffray, " Accuracy of finite element model (FEM)-based multi-organ deformable image registration.," Med. Phys. 32 (6), 1647-1659 (2005).
30. K. K. Brock, L. A. Dawson, M. B. Sharpe, D. J. Moseley, and D. A. Jaffray, " Feasibility of a novel deformable image registration technique to facilitate classification, targeting, and monitoring of tumor and normal tissue.," Int. J. Radiat. Oncol., Biol., Phys. 64, 1245-1254 (2006).
31. A. M. Nichol, " A magnetic resonance imaging study of prostate deformation relative to implanted gold fiducial markers.," Int. J. Radiat. Oncol., Biol., Phys. 67, 48-56 (2006).
32. J. P. Voroney, K. K. Brock, C. Eccles, M. Haider, and L. A. Dawson, " Prospective comparison of computed tomography and magnetic resonance imaging for liver cancer delineation using deformable image registration.," Int. J. Radiat. Oncol., Biol., Phys. 66, 780-791 (2006).
33. M. A. Hawkins, K. K. Brock, C. Eccles, D. Moseley, D. Jaffray, and L. A. Lawson, " Assessment of residual error in liver position using kV cone-beam computed tomography for liver cancer high-precision radiation therapy.," Int. J. Radiat. Oncol., Biol., Phys. 66, 610-619 (2006).
34. PolyPaint-a three-dimensional rendering package, Anaheim, CA, 1990.
35. N. Betrouni, M. Vermandel, D. Pasquier, S. Maouche, and J. Rousseau, " Segmentation of abdominal ultrasound images of the prostate using a priori information and an adapted noise filter.," Comput. Med. Imaging Graph. 29, 43-51 (2005).
36. B. C. Davis, M. Foskey, J. Rosenman, L. Goyal, S. Chang, and S. Joshi, " Automatic segmentation of intra-treatment CT images for adaptive radiation therapy of the prostate.," Med. Image. Comput. Comput. Assist. Interv. Int. Conf. Med. Image. Comput., Comput. Assist. Interv. 8, 442-450 (2005).
37. A. Ghanei, H. Soltanian-Zadeh, A. Ratkewicz, and F. F. Yin, " A three-dimensional deformable model for segmentation of human prostate from ultrasound images.," Med. Phys. 28, 2147-2153 (2001).
38. M. Joshi, " Brain segmentation and the generation of cortical surfaces.," Neuroimage 9, 461-476 (1999).
39. S. Joshi, S. Pizer, P. T. Fletcher, P. Yushkevich, A. Thall, and J. S. Marron, " Multiscale deformable model segmentation and statistical shape analysis using medial descriptions.," IEEE Trans. Med. Imaging 21, 538-550 (2002).
40. M. R. Kaus, J. von Berg, J. Weese, W. Niessen, and V. Pekar, " Automated segmentation of the left ventricle in cardiac MRI.," Med. Image Anal. 8, 245-254 (2004).
41. T. McInerney and D. Terzopoulos, " A dynamic finite element surface model for segmentation and tracking in multidimensional medical images with application to cardiac 4D image analysis.," Comput. Med. Imaging Graph. 19, 69-83 (1995).
42. D. Ragan, G. Starkschall, T. McNutt, M. Kaus, T. Guerrero, and C. W. Stevens, " Semiautomated four-dimensional computed tomography segmentation using deformable models.," Med. Phys. 32, 2254-2261 (2005).
43. E. Rietzel, G. T. Chen, N. C. Choi, and C. G. Willet, " Four-dimensional image-based treatment planning: Target volume segmentation and dose calculation in the presence of respiratory motion.," Int. J. Radiat. Oncol., Biol., Phys. 61, 1535-1550 (2005).
44. V. Pekar, T. R. McNutt, and M. R. Kaus, " Automated model-based organ delineation for radiotherapy planning in prostatic region.," Int. J. Radiat. Oncol., Biol., Phys. 60, 973-980 (2004).