Feasibility of a novel deformable image registration technique to facilitate classification, targeting, and monitoring of tumor and normal tissue

International Journal of Radiation Oncology Biology Physics

Volumn 64, Issue 4, 2006, Pages 1245-1254

  Brock, Kristy K ^a   Dawson, Laura A ^a   Sharpe, Michael B ^a   Moseley, Douglas J ^a   Jaffray, David A ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

Deformable image registration; Finite element modeling; Image guided treatment; Tumor identification; Tumor response

Indexed keywords

BIOMECHANICS; COMPUTERIZED TOMOGRAPHY; FINITE ELEMENT METHOD; PARTICLE BEAM TRACKING; PATIENT TREATMENT; TISSUE; TUMORS;

DEFORMABLE IMAGE REGISTRATION; FINITE ELEMENT MODELING; IMAGE-GUIDED TREATMENT; TUMOR IDENTIFICATION; TUMOR RESPONSE;

MEDICAL IMAGING;

ACCURACY; ARTICLE; BIOMECHANICS; CANCER PATIENT; CLINICAL ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; DIAPHRAGM; EXHALATION; FEASIBILITY STUDY; FINITE ELEMENT ANALYSIS; FOLLOW UP; HUMAN; IMAGING; IMAGING SYSTEM; INHALATION; LIVER; LIVER CANCER; LIVER TUMOR; MONITORING; MOTION; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SURFACE PROPERTY; TARGET ORGAN; TUMOR CLASSIFICATION;

BIOMECHANICS; DIAPHRAGM; FEASIBILITY STUDIES; FINITE ELEMENT ANALYSIS; HUMANS; LIVER; LIVER NEOPLASMS; MOVEMENT; RADIOGRAPHY, ABDOMINAL; RADIOLOGY INFORMATION SYSTEMS; RADIOTHERAPY PLANNING, COMPUTER-ASSISTED; RADIOTHERAPY, COMPUTER-ASSISTED; RESPIRATION; TOMOGRAPHY, X-RAY COMPUTED;

EID: 33644549665     PISSN: 03603016     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijrobp.2005.10.027     Document Type: Article

References (53)

1. R.C. Krempien, S. Daeuber, F.W. Hensley Image fusion of CT and MRI data enables improved target volume definition in 3D-brachytherapy treatment planning Brachytherapy 2 2003 164 171
2. L.R. Schad Improved target volume characterization in stereotactic treatment planning of brain lesions by using high-resolution BOLD MR-venography NMR Biomed 14 2001 478 483
3. E. Glatstein, A.S. Lichter, B.A. Fraass The imaging revolution and radiation oncology Use of CT, ultrasound, and NMR for localization, treatment planning and treatment delivery Int J Radiat Oncol Biol Phys 11 1985 299 314
4. R. Kumar, A. Alavi Fluorodeoxyglucose-PET in the management of breast cancer Radiol Clin N Am 42 2004 1113 1122
5. J.T. Yap, J.P. Carney, N.C. Hall Image-guided cancer therapy using PET/CT Cancer J 10 2004 221 233
6. P.J. Keall, G. Starkschall, H. Shukla Acquiring 4D thoracic CT scans using a multislice helical method Phys Med Biol 49 2004 2053 2067
7. G.S. Mageras, A. Pevsner, E.D. Yorke Measurement of lung tumor motion using respiration-correlated CT Int J Radiat Oncol Biol Phys 60 2004 933 941
8. A.N. Pedersen, S. Korreman, H. Nystrom Breathing adapted radiotherapy of breast cancer Reduction of cardiac and pulmonary doses using voluntary inspiration breath-hold Radiother Oncol 72 2004 53 60
9. V.M. Remouchamps, N. Letts, F.A. Vicini Initial clinical experience with moderate deep-inspiration breath hold using an active breathing control device in the treatment of patients with left-sided breast cancer using external beam radiation therapy Int J Radiat Oncol Biol Phys 56 2003 704 715
10. J.M. Balter, K.L. Lam, C.L. McGinn Improvement of CT-based treatment-planning models of abdominal targets using static exhale imaging Int J Radiat Oncol Biol Phys 41 1998 939 943
11. S. Narayan, G.T. Henning, R.K. Ten Haken Results following treatment to doses of 92.4 or 102.9 Gy on a phase I dose escalation study for non-small cell lung cancer Lung Cancer 44 2004 79 88
12. W. Park, H. do Lim, S.W. Paik Local radiotherapy for patients with unresectable hepatocellular carcinoma Int J Radiat Oncol Biol Phys 61 2005 1143 1150
13. Y. Ohizumi, Y. Tamai, S. Imamiya Prediction of tumor control by tumor regression at 40 Gy/4 weeks of external beam irradiation for oropharyngeal carcinoma Radiat Med 22 2004 324 331
14. R.K. Ten Haken, J.M. Balter, L.H. Marsh Potential benefits of eliminating planning target volume expansions for patient breathing in the treatment of liver tumors Int J Radiat Oncol Biol Phys 38 1997 613 617
15. L. Happersett, G.S. Mageras, M.J. Zelefsky A study of the effects of internal organ motion on dose escalation in conformal prostate treatments Radiother Oncol 66 2003 263 270
16. N. Wachter-Gerstner, S. Wachter, E. Reinstadler The impact of sectional imaging on dose escalation in endocavitary HDR-brachytherapy of cervical cancer Results of a prospective comparative trial Radiother Oncol 68 2003 51 59
17. A.A. Martinez, D. Yan, D. Lockman Improvement in dose escalation using the process of adaptive radiotherapy combined with three-dimensional conformal or intensity-modulated beams for prostate cancer Int J Radiat Oncol Biol Phys 50 2001 1226 1234
18. E. D'Agostino, F. Maes, D. Vandermeulen A viscous fluid model for multimodal non-rigid image registration using mutual information Med Image Anal 7 2003 565 575
19. K.M. Brock, J.M. Balter, L.A. Dawson Automated generation of a four-dimensional model of the liver using warping and mutual information Med Phys 30 2003 1128 1133
20. F. Maes, A. Collignon, D. Vandermeulen Multimodality image registration by maximization of mutual information IEEE Trans Med Imaging 16 1997 187 198
21. T. Rohlfing, C.T. Maurer Jr, W.G. O'Dell Modeling liver motion and deformation during the respiratory cycle using intensity-based nonrigid registration of gated MR images Med Phys 31 2004 427 432
22. X. Wu, S.J. Dibiase, R. Gullapalli Deformable image registration for the use of magnetic resonance spectroscopy in prostate treatment planning Int J Radiat Oncol Biol Phys 58 2004 1577 1583
23. D. Mattes, D.R. Haynor, H. Vesselle PET-CT image registration in the chest using free-form deformations IEEE Trans Med Imaging 22 2003 120 128
24. A. Bharatha, M. Hirose, N. Hata Evaluation of three-dimensional finite element-based deformable registration of pre- and intraoperative prostate imaging Med Phys 28 2001 2551 2560
25. J.A. Schnabel, C. Tanner, A.D. Castellano-Smith Validation of nonrigid image registration using finite-element methods Application to breast MR images IEEE Trans Med Imaging 22 2003 238 247
26. K.K. Brock, S.J. Hollister, L.A. Dawson Technical note Creating a four-dimensional model of the liver using finite element analysis Med Phys 29 2002 1403 1405
27. A. Samani, J. Bishop, M.J. Yaffe Biomechanical 3-D finite element modeling of the human breast using MRI data IEEE Trans Med Imaging 20 2001 271 279
28. J. Liang, D. Yana Reducing uncertainties in volumetric image based deformable organ registration Med Phys 30 2003 2116 2122
29. D. Yan, D.A. Jaffray, J.W. Wong A model to accumulate fractionated dose in a deforming organ Int J Radiat Oncol Biol Phys 44 1999 665 675
30. W. Lu, P.J. Parikh, I.M. El Naqa Quantitation of the reconstruction quality of a four-dimensional computed tomography process for lung cancer patients Med Phys 32 2005 890 901
31. E. Rietzel, G.T. Chen, N.C. Choi 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 2005 1535 1550
32. P.J. Keall, J.V. Siebers, S. Joshi Monte Carlo as a four-dimensional radiotherapy treatment-planning tool to account for respiratory motion Phys Med Biol 49 2004 3639 3648
33. H. Paganetti Four-dimensional Monte Carlo simulation of time-dependent geometries Phys Med Biol 49 2004 N75 N81
34. M. Endo, T. Tsunoo, S. Kandatsu Four-dimensional computed tomography (4D CT)-concepts and preliminary development Radiat Med 21 2003 17 22
35. S.S. Vedam, P.J. Keall, V.R. Kini Acquiring a four-dimensional computed tomography dataset using an external respiratory signal Phys Med Biol 48 2003 45 62
36. K. Taguchi Temporal resolution and the evaluation of candidate algorithms for four-dimensional CT Med Phys 30 2003 640 650
37. J.W. Wong, M.B. Sharpe, D.A. Jaffray The use of active breathing control (ABC) to reduce margin for breathing motion Int J Radiat Oncol Biol Phys 44 1999 911 919
38. K.K. Brock, M.B. Sharpe, L.A. Dawson, S.M. Kim, D.A. Jaffray Accuracy of finite element model-based multi-organ deformable image registration Med Phys 32 2005 1647 1659
39. W.E. Lorensen, H.E. Cline Marching cubes A high-resolution 3D surface construction algorithm Comp Graph 21 1987 163 169
40. J.B. Klemp, M.J. McIrvin, W.S. Boyd PolyPaint-a three-dimensional rendering package 1990 American Meteorological Society Anaheim, CA 286 293 Proceedings of the 6th International Conference on Interactive Information and Processing Systems
41. R. De Wilde, J. Clement, J.M. Hellemans Model of elasticity of the human lung J Appl Physiol 51 1981 254 261
42. A.L. McKnight, J.L. Kugel, P.J. Rossman MR elastography of breast cancer Preliminary results AJR Am J Roentgenol 178 2002 1411 1417
43. Y.C. Fung Biomechanics Mechanical properties of living tissues 1993 Springer-Verlag New York
44. S.A. Kruse, J.A. Smith, A.J. Lawrence Tissue characterization using magnetic resonance elastography Preliminary results Phys Med Biol 45 2000 1579 1590
45. S.J. Lai-Fook, T.A. Wilson, R.E. Hyatt Elastic constants of inflated lobes of dog lungs J Appl Physiol 40 1976 508 513
46. D.J. Moseley, H. Keller, J.H. Siewerdsen Framework for respiration correlated cone-beam CT Med Phys 31 2004 1814
47. K.K. Brock, D.L. McShan, R.K. Ten Haken Inclusion of organ deformation in dose calculations Med Phys 30 2003 290 295
48. G. Luccichenti, F. Cademartiri, M. Sianesi Radiologic assessment of rectosigmoid cancer before and after neoadjuvant radiation therapy Comparison between quantitation techniques AJR Am J Roentgenol 184 2005 526 530
49. M. Mazumdar, A. Smith, L.H. Schwartz A statistical simulation study finds discordance between WHO criteria and RECIST guideline J Clin Epidemiol 57 2004 358 365
50. L.N. Tran, M.S. Brown, J.G. Goldin Comparison of treatment response classifications between unidimensional, bidimensional, and volumetric measurements of metastatic lung lesions on chest computed tomography Acad Radiol 11 2004 1355 1360
51. I.R. Kamel, D.A. Bluemke Magnetic resonance imaging of the liver Assessing response to treatment Top Magn Reson Imaging 13 2002 191 200
52. P. Therasse, S.G. Arbuck, E.A. Eisenhauer New guidelines to evaluate the response to treatment in solid tumors. European Organization for Research and Treatment of Cancer, National Cancer Institute of the United States, National Cancer Institute of Canada J Natl Cancer Inst 92 2000 205 216
53. V. Pekar, T.R. McNutt, M.R. Kaus Automated model-based organ delineation for radiotherapy planning in prostatic region Int J Radiat Oncol Biol Phys 60 2004 973 980