Evaluation of deformable image registration for contour propagation between CT and cone-beam CT images in adaptive head and neck radiotherapy

Technology and Health Care

Volumn 24, Issue , 2016, Pages S747-S755

  Li, X ^a   Zhang, Y Y ^b   Shi, Y H ^b   Zhou, L H ^a   Zhen, X ^a  

^a SOUTHERN MEDICAL UNIVERSITY   (China)

^b THE FIRST HOSPITAL OF JILIN UNIVERSITY   (China)

Author keywords

Adaptive radiotherapy; CBCT; Contour propagation; Deformable image registration; Head neck cancer

Indexed keywords

ACCURACY; ADAPTIVE RADIATION; ADULT; ALGORITHM; ANATOMIC LANDMARK; ANATOMIC MODEL; CLINICAL ARTICLE; CLINICAL TRIAL; COMPUTER ASSISTED TOMOGRAPHY; CONE BEAM COMPUTED TOMOGRAPHY; CONFERENCE PAPER; EVALUATION STUDY; FEMALE; FORCE; HUMAN; IMAGE PROCESSING; IMAGE RECONSTRUCTION; INTENSITY MODULATED RADIATION THERAPY; MALE; METHODOLOGY; NASOPHARYNX CANCER; ORGAN SIZE; PAROTID GLAND; PHYSICIAN; PRIORITY JOURNAL; RETROSPECTIVE STUDY; SUBMANDIBULAR GLAND; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC IMAGING; HEAD; HEAD AND NECK NEOPLASMS; MIDDLE AGED; NECK; PROCEDURES; RADIOTHERAPY PLANNING SYSTEM; X-RAY COMPUTED TOMOGRAPHY;

ADULT; CONE-BEAM COMPUTED TOMOGRAPHY; FEMALE; HEAD; HEAD AND NECK NEOPLASMS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MIDDLE AGED; NECK; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; RADIOTHERAPY PLANNING, COMPUTER-ASSISTED; TOMOGRAPHY, X-RAY COMPUTED;

EID: 84978525636     PISSN: 09287329     EISSN: None     Source Type: Journal    
DOI: 10.3233/THC-161204     Document Type: Conference Paper

References (24)

1. G.N. Marta, V. Silva, H. de Andrade Carvalho, F.F. de Arruda, S.A. Hanna, R. Gadia, J.L. da Silva, S.F. Correa, C.E. Vita Abreu and R. Riera, Intensity-modulated radiation therapy for head and neck cancer: Systematic review and meta-analysis. Radiother Oncol. 110, 9 (2014).
2. B.M. Beadle, K.P. Liao, L.S. Elting, T.A. Buchholz, K.K. Ang, A.S. Garden and B.A. Guadagnolo, Improved survival using intensity-modulated radiation therapy in head and neck cancers: A SEER-Medicare analysis. Cancer. 120, 702 (2014).
3. J.L. Barker Jr, A.S. Garden, K.K. Ang, J.C. O'Daniel, H. Wang, L.E. Court, W.H. Morrison, D.I. Rosenthal, K.S.C. Chao, S.L. Tucker, R. Mohan and L. Dong, Quantification of volumetric and geometric changes occurring during fractionated radiotherapy for head-and-neck cancer using an integrated CT/linear accelerator system. International Journal of Radiation Oncology Biology Physics. 59, 960 (2004).
4. D. Yan, F. Vicini, J. Wong and A. Martinez, Adaptive radiation therapy. Phys. Med. Biol. 42, 123 (1997).
5. D.L. Schwartz, A.S. Garden, S.J. Shah, G. Chronowski, S. Sejpal, D.I. Rosenthal, Y. Chen, Y. Zhang, L. Zhang, P.F. Wong, J.A. Garcia, K. Kian Ang and L. Dong, Adaptive radiotherapy for head and neck cancer-dosimetric results from a prospective clinical trial. Radiotherapy and Oncology: Journal of the European Society for Therapeutic Radiology and Oncology. 106, 80 (2013).
6. M. Thor, J.B. Petersen, L. Bentzen, M. Hoyer and L.P. Muren, Deformable image registration for contour propagation from CT to cone-beam CT scans in radiotherapy of prostate cancer. Acta Oncol. 50, 918 (2011).
7. N. Wen, C. Glide-Hurst, T. Nurushev, L. Xing, J. Kim, H. Zhong, D. Liu, M. Liu, J. Burmeister, B. Movsas and I.J. Chetty, Evaluation of the deformation and corresponding dosimetric implications in prostate cancer treatment. Physics in Medicine and Biology. 57, 5361 (2012).
8. P. Castadot, J.A. Lee, A. Parraga, X. Geets, B. Macq and V. Gregoire, Comparison of 12 deformable registration strategies in adaptive radiation therapy for the treatment of head and neck tumors. Radiotherapy and Oncology: Journal of the European Society for Therapeutic Radiology and Oncology. 89, 1 (2008).
9. N. Hardcastle, W.A. Tome, D.M. Cannon, C.L. Brouwer, P.W. Wittendorp, N. Dogan, M. Guckenberger, S. Allaire, Y. Mallya, P. Kumar, M. Oechsner, A. Richter, S. Song, M. Myers, B. Polat and K. Bzdusek, A multi-institution evaluation of deformable image registration algorithms for automatic organ delineation in adaptive head and neck radiotherapy. Radiat. Oncol. 7, 90 (2012).
10. A.S. Mohamed, M.N. Ruangskul, M.J. Awan, C.A. Baron, J. Kalpathy-Cramer, R. Castillo, E. Castillo, T.M. Guerrero, E. Kocak-Uzel, J. Yang, L.E. Court, M.E. Kantor, G.B. Gunn, R.R. Colen, S.J. Frank, A.S. Garden, D.I. Rosenthal and C.D. Fuller, Quality assurance assessment of diagnostic and radiation therapy-simulation CT image registration for head and neck radiation therapy: Anatomic region of interest-based comparison of rigid and deformable algorithms. Radiology. 274, 752 (2015).
11. J. Hou, M. Guerrero, W. Chen and W.D. D'Souza, Deformable planning CT to cone-beam CT image registration in head-and-neck cancer. Medical Physics. 38, 2088 (2011).
12. X. Zhen, X. Gu, H. Yan, L. Zhou, X. Jia and S.B. Jiang, CT to cone-beam CT deformable registration with simultaneous intensity correction. Phys. Med. Biol. 57, 6807 (2012).
13. Y. Lou, T. Niu, X. Jia, P.A. Vela, L. Zhu and A.R. Tannenbaum, Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. Med. Image Anal. 17, 387 (2013).
14. S. Nithiananthan, K.K. Brock, M.J. Daly, H. Chan, J.C. Irish and J.H. Siewerdsen, Demons deformable registration for CBCT-guided procedures in the head and neck: convergence and accuracy. Medical Physics. 36, 4755 (2009).
15. N. Hardcastle, W. van Elmpt, D. De Ruysscher, K. Bzdusek and W.A. Tome, Accuracy of deformable image registration for contour propagation in adaptive lung radiotherapy. Radiat. Oncol. 8, 243 (2013).
16. A. Fedorov, R. Beichel, J. Kalpathy-Cramer, J. Finet, J.C. Fillion-Robin, S. Pujol, C. Bauer, D. Jennings, F. Fennessy, M. Sonka, J. Buatti, S. Aylward, J.V. Miller, S. Pieper and R. Kikinis, 3D Slicer as an image computing platform for the quantitative imaging network. Magn. Reson. Imaging. 30, 1323 (2012).
17. D. Yang, S. Brame, I. El Naqa, A. Aditya, Y. Wu, S.M. Goddu, S. Mutic, J.O. Deasy and D.A. Low, Technical note: DIRART-A software suite for deformable image registration and adaptive radiotherapy research. Medical Physics. 38, 67 (2011).
18. J.L. Robar, A. Day, J. Clancey, R. Kelly, M. Yewondwossen, H. Hollenhorst, M. Rajaraman and D. Wilke, Spatial and dosimetric variability of organs at risk in head-and-neck intensity-modulated radiotherapy. International Journal of Radiation Oncology, Biology, Physics. 68, 1121 (2007).
19. C. Han, Y.J. Chen, A. Liu, T.E. Schultheiss and J.Y. Wong, Actual dose variation of parotid glands and spinal cord for nasopharyngeal cancer patients during radiotherapy. International Journal of Radiation Oncology, Biology, Physics. 70, 1256 (2008).
20. C. Lee, K.M. Langen, W. Lu, J. Haimerl, E. Schnarr, K.J. Ruchala, G.H. Olivera, S.L. Meeks, P.A. Kupelian, T.D. Shellenberger and R.R. Manon, Evaluation of geometric changes of parotid glands during head and neck cancer radiotherapy using daily MVCT and automatic deformable registration. Radiotherapy and Oncology: Journal of the European Society for Therapeutic Radiology and Oncology. 89, 81 (2008).
21. X. Jin, W. Hu, H. Shang, C. Han, J. Yi, Y. Zhou and C. Xie, CBCT-based volumetric and dosimetric variation evaluation of volumetric modulated arc radiotherapy in the treatment of nasopharyngeal cancer patients. Radiat Oncol. 8, 279 (2013).
22. B. Rigaud, A. Simon, J. Castelli, M. Gobeli, J.D. Ospina Arango, G. Cazoulat, O. Henry, P. Haigron and R. De Crevoisier, Evaluation of deformable image registration methods for dose monitoring in head and neck radiotherapy. BioMed Research International. 2015, 726268 (2015).
23. S. Huger, P. Graff, V. Harter, V. Marchesi, P. Royer, J.C. Diaz, S. Aouadi, D. Wolf, D. Peiffert and A. Noel, Evaluation of the block matching deformable registration algorithm in the field of head-and-neck adaptive radiotherapy. Physica Medica: An International Journal Devoted to the Applications of Physics to Medicine and Biology: Official Journal of the Italian Association of Biomedical Physics. 30, 301 (2014).
24. C. Veiga, J. McClelland, S. Moinuddin, A. Lourenco, K. Ricketts, J. Annkah, M. Modat, S. Ourselin, D. D'Souza and G. Royle, Toward adaptive radiotherapy for head and neck patients: Feasibility study on using CT-to-CBCT deformable registration for "dose of the day" calculations. Medical Physics 41, 031703 (2014).