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Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial

PURPOSE: This study aimed to develop a physical geometric phantom for the deformable image registration (DIR) credentialing of radiotherapy centers for a clinical trial and tested the feasibility of the proposed phantom at multiple domestic and international institutions. METHODS AND MATERIALS: The...

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Autores principales: Kadoya, Noriyuki, Sakulsingharoj, Siwaporn, Kron, Tomas, Yao, Adam, Hardcastle, Nicholas, Bergman, Alanah, Okamoto, Hiroyuki, Mukumoto, Nobutaka, Nakajima, Yujiro, Jingu, Keiichi, Nakamura, Mitsuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8292683/
https://www.ncbi.nlm.nih.gov/pubmed/34159719
http://dx.doi.org/10.1002/acm2.13319
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author Kadoya, Noriyuki
Sakulsingharoj, Siwaporn
Kron, Tomas
Yao, Adam
Hardcastle, Nicholas
Bergman, Alanah
Okamoto, Hiroyuki
Mukumoto, Nobutaka
Nakajima, Yujiro
Jingu, Keiichi
Nakamura, Mitsuhiro
author_facet Kadoya, Noriyuki
Sakulsingharoj, Siwaporn
Kron, Tomas
Yao, Adam
Hardcastle, Nicholas
Bergman, Alanah
Okamoto, Hiroyuki
Mukumoto, Nobutaka
Nakajima, Yujiro
Jingu, Keiichi
Nakamura, Mitsuhiro
author_sort Kadoya, Noriyuki
collection PubMed
description PURPOSE: This study aimed to develop a physical geometric phantom for the deformable image registration (DIR) credentialing of radiotherapy centers for a clinical trial and tested the feasibility of the proposed phantom at multiple domestic and international institutions. METHODS AND MATERIALS: The phantom reproduced tumor shrinkage, rectum shape change, and body shrinkage using several physical phantoms with custom inserts. We tested the feasibility of the proposed phantom using 5 DIR patterns at 17 domestic and 2 international institutions (21 datasets). Eight institutions used the MIM software (MIM Software Inc, Cleveland, OH); seven used Velocity (Varian Medical Systems, Palo Alto, CA), and six used RayStation (RaySearch Laboratories, Stockholm, Sweden). The DIR accuracy was evaluated using the Dice similarity coefficient (DSC) and Hausdorff distance (HD). RESULTS: The mean and one standard deviation (SD) values (range) of DSC were 0.909 ± 0.088 (0.434–0.984) and 0.909 ± 0.048 (0.726–0.972) for tumor and rectum proxies, respectively. The mean and one SD values (range) of the HD value were 5.02 ± 3.32 (1.53–20.35) and 5.79 ± 3.47 (1.22–21.48) (mm) for the tumor and rectum proxies, respectively. In three patterns evaluating the DIR accuracy within the entire phantom, 61.9% of the data had more than a DSC of 0.8 in both tumor and rectum proxies. In two patterns evaluating the DIR accuracy by focusing on tumor and rectum proxies, all data had more than a DSC of 0.8 in both tumor and rectum proxies. CONCLUSIONS: The wide range of DIR performance highlights the importance of optimizing the DIR process. Thus, the proposed method has considerable potential as an evaluation tool for DIR credentialing and quality assurance.
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spelling pubmed-82926832021-07-22 Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial Kadoya, Noriyuki Sakulsingharoj, Siwaporn Kron, Tomas Yao, Adam Hardcastle, Nicholas Bergman, Alanah Okamoto, Hiroyuki Mukumoto, Nobutaka Nakajima, Yujiro Jingu, Keiichi Nakamura, Mitsuhiro J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: This study aimed to develop a physical geometric phantom for the deformable image registration (DIR) credentialing of radiotherapy centers for a clinical trial and tested the feasibility of the proposed phantom at multiple domestic and international institutions. METHODS AND MATERIALS: The phantom reproduced tumor shrinkage, rectum shape change, and body shrinkage using several physical phantoms with custom inserts. We tested the feasibility of the proposed phantom using 5 DIR patterns at 17 domestic and 2 international institutions (21 datasets). Eight institutions used the MIM software (MIM Software Inc, Cleveland, OH); seven used Velocity (Varian Medical Systems, Palo Alto, CA), and six used RayStation (RaySearch Laboratories, Stockholm, Sweden). The DIR accuracy was evaluated using the Dice similarity coefficient (DSC) and Hausdorff distance (HD). RESULTS: The mean and one standard deviation (SD) values (range) of DSC were 0.909 ± 0.088 (0.434–0.984) and 0.909 ± 0.048 (0.726–0.972) for tumor and rectum proxies, respectively. The mean and one SD values (range) of the HD value were 5.02 ± 3.32 (1.53–20.35) and 5.79 ± 3.47 (1.22–21.48) (mm) for the tumor and rectum proxies, respectively. In three patterns evaluating the DIR accuracy within the entire phantom, 61.9% of the data had more than a DSC of 0.8 in both tumor and rectum proxies. In two patterns evaluating the DIR accuracy by focusing on tumor and rectum proxies, all data had more than a DSC of 0.8 in both tumor and rectum proxies. CONCLUSIONS: The wide range of DIR performance highlights the importance of optimizing the DIR process. Thus, the proposed method has considerable potential as an evaluation tool for DIR credentialing and quality assurance. John Wiley and Sons Inc. 2021-06-22 /pmc/articles/PMC8292683/ /pubmed/34159719 http://dx.doi.org/10.1002/acm2.13319 Text en © 2021 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Kadoya, Noriyuki
Sakulsingharoj, Siwaporn
Kron, Tomas
Yao, Adam
Hardcastle, Nicholas
Bergman, Alanah
Okamoto, Hiroyuki
Mukumoto, Nobutaka
Nakajima, Yujiro
Jingu, Keiichi
Nakamura, Mitsuhiro
Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title_full Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title_fullStr Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title_full_unstemmed Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title_short Development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
title_sort development of a physical geometric phantom for deformable image registration credentialing of radiotherapy centers for a clinical trial
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8292683/
https://www.ncbi.nlm.nih.gov/pubmed/34159719
http://dx.doi.org/10.1002/acm2.13319
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