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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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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. |
format | Online Article Text |
id | pubmed-8292683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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