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Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy

Introduction: Several studies have reported the relation between the imaging dose and secondary cancer risk and have emphasized the need to minimize the additional imaging dose as low as reasonably achievable. The iterative cone-beam computed tomography (iCBCT) algorithm can improve the image qualit...

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Autores principales: Washio, Hayate, Ohira, Shingo, Funama, Yoshinori, Ueda, Yoshihiro, Morimoto, Masahiro, Kanayama, Naoyuki, Isono, Masaru, Inui, Shoki, Nitta, Yuya, Miyazaki, Masayoshi, Teshima, Teruki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8733359/
https://www.ncbi.nlm.nih.gov/pubmed/34981989
http://dx.doi.org/10.1177/15330338211067312
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author Washio, Hayate
Ohira, Shingo
Funama, Yoshinori
Ueda, Yoshihiro
Morimoto, Masahiro
Kanayama, Naoyuki
Isono, Masaru
Inui, Shoki
Nitta, Yuya
Miyazaki, Masayoshi
Teshima, Teruki
author_facet Washio, Hayate
Ohira, Shingo
Funama, Yoshinori
Ueda, Yoshihiro
Morimoto, Masahiro
Kanayama, Naoyuki
Isono, Masaru
Inui, Shoki
Nitta, Yuya
Miyazaki, Masayoshi
Teshima, Teruki
author_sort Washio, Hayate
collection PubMed
description Introduction: Several studies have reported the relation between the imaging dose and secondary cancer risk and have emphasized the need to minimize the additional imaging dose as low as reasonably achievable. The iterative cone-beam computed tomography (iCBCT) algorithm can improve the image quality by utilizing scatter correction and statistical reconstruction. We investigate the use of a novel iCBCT reconstruction algorithm to reduce the patient dose while maintaining low-contrast detectability and registration accuracy. Methods: Catphan and anthropomorphic phantoms were analyzed. All CBCT images were acquired with varying dose levels and reconstructed with a Feldkamp–Davis–Kress algorithm-based CBCT (FDK-CBCT) and iCBCT. The low-contrast detectability was subjectively assessed using a 9-point scale by 4 reviewers and objectively assessed using structure similarity index (SSIM). The soft tissue-based registration error was analyzed for each dose level and reconstruction technique. Results: The results of subjective low-contrast detectability found that the iCBCT acquired at two-thirds of a dose was superior to the FDK-CBCT acquired at a full dose (6.4 vs 5.4). Relative to FDK-CBCT acquired at full dose, SSIM was higher for iCBCT acquired at one-sixth dose in head and head and neck region while equivalent with iCBCT acquired at two-thirds dose in pelvis region. The soft tissue-based registration was 2.2 and 0.6 mm for FDK-CBCT and iCBCT, respectively. Conclusion: Use of iCBCT reconstruction algorithm can generally reduce the patient dose by approximately two-thirds compared to conventional reconstruction methods while maintaining low-contrast detectability and accuracy of registration.
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spelling pubmed-87333592022-01-07 Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy Washio, Hayate Ohira, Shingo Funama, Yoshinori Ueda, Yoshihiro Morimoto, Masahiro Kanayama, Naoyuki Isono, Masaru Inui, Shoki Nitta, Yuya Miyazaki, Masayoshi Teshima, Teruki Technol Cancer Res Treat Original Article Introduction: Several studies have reported the relation between the imaging dose and secondary cancer risk and have emphasized the need to minimize the additional imaging dose as low as reasonably achievable. The iterative cone-beam computed tomography (iCBCT) algorithm can improve the image quality by utilizing scatter correction and statistical reconstruction. We investigate the use of a novel iCBCT reconstruction algorithm to reduce the patient dose while maintaining low-contrast detectability and registration accuracy. Methods: Catphan and anthropomorphic phantoms were analyzed. All CBCT images were acquired with varying dose levels and reconstructed with a Feldkamp–Davis–Kress algorithm-based CBCT (FDK-CBCT) and iCBCT. The low-contrast detectability was subjectively assessed using a 9-point scale by 4 reviewers and objectively assessed using structure similarity index (SSIM). The soft tissue-based registration error was analyzed for each dose level and reconstruction technique. Results: The results of subjective low-contrast detectability found that the iCBCT acquired at two-thirds of a dose was superior to the FDK-CBCT acquired at a full dose (6.4 vs 5.4). Relative to FDK-CBCT acquired at full dose, SSIM was higher for iCBCT acquired at one-sixth dose in head and head and neck region while equivalent with iCBCT acquired at two-thirds dose in pelvis region. The soft tissue-based registration was 2.2 and 0.6 mm for FDK-CBCT and iCBCT, respectively. Conclusion: Use of iCBCT reconstruction algorithm can generally reduce the patient dose by approximately two-thirds compared to conventional reconstruction methods while maintaining low-contrast detectability and accuracy of registration. SAGE Publications 2022-01-04 /pmc/articles/PMC8733359/ /pubmed/34981989 http://dx.doi.org/10.1177/15330338211067312 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Article
Washio, Hayate
Ohira, Shingo
Funama, Yoshinori
Ueda, Yoshihiro
Morimoto, Masahiro
Kanayama, Naoyuki
Isono, Masaru
Inui, Shoki
Nitta, Yuya
Miyazaki, Masayoshi
Teshima, Teruki
Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title_full Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title_fullStr Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title_full_unstemmed Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title_short Dose Reduction and Low-Contrast Detectability Using Iterative CBCT Reconstruction Algorithm for Radiotherapy
title_sort dose reduction and low-contrast detectability using iterative cbct reconstruction algorithm for radiotherapy
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8733359/
https://www.ncbi.nlm.nih.gov/pubmed/34981989
http://dx.doi.org/10.1177/15330338211067312
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