Prospective quantitative quality assurance and deformation estimation of MRI-CT image registration in simulation of head and neck radiotherapy patients

Clinical and Translational Radiation Oncology - Tập 18 - Trang 120-127 - 2019
Kendall Kiser1,2,3, Mohamed A.M. Meheissen3,4, Abdallah S.R. Mohamed3,4,5, Mona Kamal3,6, Sweet Ping Ng3,7, Hesham Elhalawani3, Amit Jethanandani3,8, Renjie He3, Yao Ding9, Yousri Rostom4, Neamat Hegazy4, Houda Bahig3,10, Adam Garden3, Stephen Lai11, Jack Phan3, Gary B. Gunn3, David Rosenthal3, Steven Frank3, Kristy K. Brock9,12, Jihong Wang9
1University of Texas, John P. and Kathrine G. McGovern Medical School, 6431 Fannin Street, Houston, TX 77030, USA
2UT Health School of Biomedical Informatics, 7000 Fannin Street, Suite 600, Houston, TX 77030, USA
3Department of Radiation Oncology, the University of Texas MD Anderson Cancer Center, The MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
4Department of Clinical Oncology and Nuclear Medicine, Faculty of Medicine, University of Alexandria, 17 Champilion Street, Alazarita, Alexandria, Egypt
5MD Anderson Cancer Center/UT Health Graduate School of Biomedical Sciences, 6767 Bertner Avenue, Houston, TX 77030, USA
6Department of Clinical Oncology and Nuclear Medicine, Faculty of Medicine, University of Ain Shams, Lofty El-Said Street, 1156 Cairo, Egypt
7Department of Radiation Oncolog, Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC 3000, Australia
8College of Medicine, University of Tennessee Health Science Center, 910 Madison Avenue #1002, Memphis, TN 38103, USA
9Department of Radiation Physics, the University of Texas MD Anderson Cancer Center, The MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
10Department of Radiation Oncology, Centre Hospitalier de l’Universite de Montreal, 1051 Rue Sanguinet, Montreal, QC H2X 3E4, Canada
11Department of Head and Neck Surgery, the University of Texas MD Anderson Cancer Center, The MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
12Department of Imaging Physics, the University of Texas MD Anderson Cancer Center, The MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA

Tài liệu tham khảo

Henke, 2018, Magnetic resonance image-guided radiotherapy (MRIgRT): A 4.5-year clinical experience, Clin Oncol, 30, 720, 10.1016/j.clon.2018.08.010 Chandarana, 2018, Emerging role of MRI in radiation therapy, J Magn Reson Imaging, 48, 1468, 10.1002/jmri.26271 McWilliam, 2018, The challenges of using MRI during radiotherapy, Clin Oncol, 30, 680, 10.1016/j.clon.2018.08.004 Mutic, 2014, The ViewRay system: Magnetic resonance–guided and controlled radiotherapy, Semin Radiat Oncol, 24, 196, 10.1016/j.semradonc.2014.02.008 Henke, 2018, Phase I trial of stereotactic MR-guided online adaptive radiation therapy (SMART) for the treatment of oligometastatic or unresectable primary malignancies of the abdomen, Radiother Oncol, 126, 519, 10.1016/j.radonc.2017.11.032 Kerkmeijer, 2016, The MRI-linear accelerator consortium: Evidence-based clinical introduction of an innovation in radiation oncology connecting researchers, methodology, data collection, quality assurance, and technical development, Front Oncol, 6, 10.3389/fonc.2016.00215 Raaymakers, 2017, First patients treated with a 1.5 T MRI-LINAC: Clinical proof of concept of a high-precision, high-field MRI guided radiotherapy treatment, Phys Med Biol, 62, L41, 10.1088/1361-6560/aa9517 Johnstone, 2018, Systematic review of synthetic computed tomography generation methodologies for use in magnetic resonance imaging–only radiation therapy, Int J Radiat Oncol Biol Phys, 100, 199, 10.1016/j.ijrobp.2017.08.043 Edmund, 2017, A review of substitute CT generation for MRI-only radiation therapy, Radiat Oncol, 12, 10.1186/s13014-016-0747-y Mohamed, 2017, Prospective analysis of in vivo landmark point-based MRI geometric distortion in head and neck cancer patients scanned in immobilized radiation treatment position: Results of a prospective quality assurance protocol, Clin Transl Radiat Oncol, 7, 13, 10.1016/j.ctro.2017.09.003 Ding, 2015, Prospective observer and software-based assessment of magnetic resonance imaging quality in head and neck cancer: Should standard positioning and immobilization be required for radiation therapy applications?, Pract Radiat Oncol, 5, e299, 10.1016/j.prro.2014.11.003 Verduijn, 2009, Magnetic resonance imaging protocol optimization for delineation of gross tumor volume in hypopharyngeal and laryngeal tumors, Int J Radiat Oncol Biol Phys, 74, 630, 10.1016/j.ijrobp.2009.01.014 Fortunati, 2014, Feasibility of multimodal deformable registration for head and neck tumor treatment planning, Int J Radiat Oncol Biol Phys, 90, 85, 10.1016/j.ijrobp.2014.05.027 Wang, 2009, A comparative study of three CT and MRI registration algorithms in nasopharyngeal carcinoma, J Appl Clin Med Phys, 10, 10.1120/jacmp.v10i2.2906 Webster, 2009, A novel imaging technique for fusion of high-quality immobilised MR images of the head and neck with CT scans for radiotherapy target delineation, Br J Radiol, 82, 497, 10.1259/bjr/50709041 Du Bois, 2007, Estimation of the deformations induced by articulated bodies: Registration of the spinal column, Biomed Signal Process Control, 2, 16, 10.1016/j.bspc.2007.03.002 Leibfarth, 2013, A strategy for multimodal deformable image registration to integrate PET/MR into radiotherapy treatment planning, Acta Oncol, 52, 1353, 10.3109/0284186X.2013.813964 Dice, 1945, Measures of the amount of ecologic association between species, Ecology, 26, 297, 10.2307/1932409 Huttenlocher, 1993, Comparing images using the Hausdorff distance, IEEE Trans Pattern Anal Mach Intell, 15, 850, 10.1109/34.232073 Wilk, 1965, An analysis of variance test for normality (complete samples), Biometrika, 52, 591, 10.1093/biomet/52.3-4.591 Steel, 1959, A multiple comparison rank sum test: treatments versus control, Biometrics, 15, 560, 10.2307/2527654 Wilcoxon, 1946, Individual comparisons of grouped data by ranking methods, J Econ Entomol, 39, 269, 10.1093/jee/39.2.269 Dunn, 1961, Multiple comparisons among means, J Am Stat Assoc, 56, 52, 10.1080/01621459.1961.10482090 McKinney W. Data structures for statistical computing in Python. Proceedings of the 9th Python in Science Conference (SCIPY 2010) 2010;445:51-56.. Hunter, 2007, Matplotlib: A 2d graphics environment, Comput Sci Eng, 9, 90, 10.1109/MCSE.2007.55 Mohamed, 2015, 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, 10.1148/radiol.14132871 Guy, 2019, Evaluation of image registration accuracy for tumor and organs at risk in the thorax for compliance with TG 132 recommendations, Adv Radiat Oncol, 4, 177, 10.1016/j.adro.2018.08.023 Motegi, 2019, Usefulness of hybrid deformable image registration algorithms in prostate radiation therapy, J Appl Clin Med Phys, 20, 229, 10.1002/acm2.12515 Sarudis, 2019, Evaluation of deformable image registration accuracy for CT images of the thorax region, Phys Med, 57, 191, 10.1016/j.ejmp.2018.12.030