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Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies
This study assessed the possibility of semi-automatic harmonization of standardized uptake values (SUVs) in multicenter studies. Phantom data were acquired using 16 PET/CT scanners (including 3 PET/CT scanners with a silicon photomultiplier detector). PET images obtained using 30-min/bed scans for o...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055685/ https://www.ncbi.nlm.nih.gov/pubmed/33875730 http://dx.doi.org/10.1038/s41598-021-87942-0 |
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author | Daisaki, Hiromitsu Kitajima, Kazuhiro Nakajo, Masatoyo Watabe, Tadashi Ito, Kimiteru Sakamoto, Fumi Nakahara, Tadaki Ishibashi, Mana Toriihara, Akira |
author_facet | Daisaki, Hiromitsu Kitajima, Kazuhiro Nakajo, Masatoyo Watabe, Tadashi Ito, Kimiteru Sakamoto, Fumi Nakahara, Tadaki Ishibashi, Mana Toriihara, Akira |
author_sort | Daisaki, Hiromitsu |
collection | PubMed |
description | This study assessed the possibility of semi-automatic harmonization of standardized uptake values (SUVs) in multicenter studies. Phantom data were acquired using 16 PET/CT scanners (including 3 PET/CT scanners with a silicon photomultiplier detector). PET images obtained using 30-min/bed scans for optimum harmonization filter calculations and using 90–180-s/bed scans for SUV validation under clinical conditions were obtained. Time of flight and a reconstruction method with point-spread function correction were allowed. The optimal full width at half maximum of the 3D-Gaussian filter that minimizes the root mean square error with the median value of the JSNM harmonization range was calculated semi-automatically. The SUVmax and the SUVpeak of the hot spheres were measured, and the inter-scanner coefficient of variation (COV) was calculated before and after harmonization. The harmonization filter was applied to 11 of the 15 PET/CT scanners in which the SUV calibration accuracy had been verified, but not in the remaining 4 scanners. Under noiseless conditions before harmonization, the inter-scanner COVs of the SUVmax and the SUVpeak were as high as 21.57% and 12.20%, respectively, decreasing to 8.79% and 5.73% after harmonization, respectively. Harmonization brought the SUVmax of all the hot spheres to within the harmonization range. Even under clinical conditions affected by image noise, the inter-scanner COVs for the SUVmax and SUVpeak were as high as 8.83% and 5.18% after harmonization, respectively. By applying an optimal harmonization filter that is calculated semi-automatically, the harmonization of SUVs according to the JSNM strategy is possible in multicenter studies, thereby reducing inter-scanner COVs. |
format | Online Article Text |
id | pubmed-8055685 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80556852021-04-22 Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies Daisaki, Hiromitsu Kitajima, Kazuhiro Nakajo, Masatoyo Watabe, Tadashi Ito, Kimiteru Sakamoto, Fumi Nakahara, Tadaki Ishibashi, Mana Toriihara, Akira Sci Rep Article This study assessed the possibility of semi-automatic harmonization of standardized uptake values (SUVs) in multicenter studies. Phantom data were acquired using 16 PET/CT scanners (including 3 PET/CT scanners with a silicon photomultiplier detector). PET images obtained using 30-min/bed scans for optimum harmonization filter calculations and using 90–180-s/bed scans for SUV validation under clinical conditions were obtained. Time of flight and a reconstruction method with point-spread function correction were allowed. The optimal full width at half maximum of the 3D-Gaussian filter that minimizes the root mean square error with the median value of the JSNM harmonization range was calculated semi-automatically. The SUVmax and the SUVpeak of the hot spheres were measured, and the inter-scanner coefficient of variation (COV) was calculated before and after harmonization. The harmonization filter was applied to 11 of the 15 PET/CT scanners in which the SUV calibration accuracy had been verified, but not in the remaining 4 scanners. Under noiseless conditions before harmonization, the inter-scanner COVs of the SUVmax and the SUVpeak were as high as 21.57% and 12.20%, respectively, decreasing to 8.79% and 5.73% after harmonization, respectively. Harmonization brought the SUVmax of all the hot spheres to within the harmonization range. Even under clinical conditions affected by image noise, the inter-scanner COVs for the SUVmax and SUVpeak were as high as 8.83% and 5.18% after harmonization, respectively. By applying an optimal harmonization filter that is calculated semi-automatically, the harmonization of SUVs according to the JSNM strategy is possible in multicenter studies, thereby reducing inter-scanner COVs. Nature Publishing Group UK 2021-04-19 /pmc/articles/PMC8055685/ /pubmed/33875730 http://dx.doi.org/10.1038/s41598-021-87942-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Daisaki, Hiromitsu Kitajima, Kazuhiro Nakajo, Masatoyo Watabe, Tadashi Ito, Kimiteru Sakamoto, Fumi Nakahara, Tadaki Ishibashi, Mana Toriihara, Akira Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title | Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title_full | Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title_fullStr | Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title_full_unstemmed | Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title_short | Usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter PET studies |
title_sort | usefulness of semi-automatic harmonization strategy of standardized uptake values for multicenter pet studies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055685/ https://www.ncbi.nlm.nih.gov/pubmed/33875730 http://dx.doi.org/10.1038/s41598-021-87942-0 |
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