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Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT

Estimation of the standard radiation dose at each imaging facility is required for radiation dose management, including establishment and utilization of the diagnostic reference levels. We investigated methods to estimate the standard dose for pediatric brain computed tomography (CT) using a small n...

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Autores principales: Inoue, Yusuke, Itoh, Hiroyasu, Shiibashi, Nao, Sasa, Ryosuke, Mitsui, Kohei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612354/
https://www.ncbi.nlm.nih.gov/pubmed/36287806
http://dx.doi.org/10.3390/tomography8050207
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author Inoue, Yusuke
Itoh, Hiroyasu
Shiibashi, Nao
Sasa, Ryosuke
Mitsui, Kohei
author_facet Inoue, Yusuke
Itoh, Hiroyasu
Shiibashi, Nao
Sasa, Ryosuke
Mitsui, Kohei
author_sort Inoue, Yusuke
collection PubMed
description Estimation of the standard radiation dose at each imaging facility is required for radiation dose management, including establishment and utilization of the diagnostic reference levels. We investigated methods to estimate the standard dose for pediatric brain computed tomography (CT) using a small number of data. From 980 pediatric brain CT examinations, 25, 50, and 100 examinations were randomly extracted to create small, medium, and large datasets, respectively. The standard dose was estimated by applying grouping and curve-fitting methods for 20 datasets of each sample size. For the grouping method, data were divided into groups according to age or body weight, and the standard dose was defined as a median value in each group. For the curve-fitting methods, logarithmic, power, and bilinear functions were fitted to plots of radiation dose against age or weight, and the standard dose was calculated at the designated age or weight using the derived equation. When the sample size was smaller, the random variations of the estimated standard dose were larger. Better estimation of the standard dose was achieved with the curve-fitting methods than with the grouping method. Power fitting appeared to be more effective than logarithmic and bilinear fittings for suppressing random variation. Determination of the standard dose for pediatric brain CT by the curve-fitting method is recommended to improve radiation dose optimization at facilities performing the imaging procedure infrequently.
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spelling pubmed-96123542022-10-28 Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT Inoue, Yusuke Itoh, Hiroyasu Shiibashi, Nao Sasa, Ryosuke Mitsui, Kohei Tomography Article Estimation of the standard radiation dose at each imaging facility is required for radiation dose management, including establishment and utilization of the diagnostic reference levels. We investigated methods to estimate the standard dose for pediatric brain computed tomography (CT) using a small number of data. From 980 pediatric brain CT examinations, 25, 50, and 100 examinations were randomly extracted to create small, medium, and large datasets, respectively. The standard dose was estimated by applying grouping and curve-fitting methods for 20 datasets of each sample size. For the grouping method, data were divided into groups according to age or body weight, and the standard dose was defined as a median value in each group. For the curve-fitting methods, logarithmic, power, and bilinear functions were fitted to plots of radiation dose against age or weight, and the standard dose was calculated at the designated age or weight using the derived equation. When the sample size was smaller, the random variations of the estimated standard dose were larger. Better estimation of the standard dose was achieved with the curve-fitting methods than with the grouping method. Power fitting appeared to be more effective than logarithmic and bilinear fittings for suppressing random variation. Determination of the standard dose for pediatric brain CT by the curve-fitting method is recommended to improve radiation dose optimization at facilities performing the imaging procedure infrequently. MDPI 2022-10-01 /pmc/articles/PMC9612354/ /pubmed/36287806 http://dx.doi.org/10.3390/tomography8050207 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Inoue, Yusuke
Itoh, Hiroyasu
Shiibashi, Nao
Sasa, Ryosuke
Mitsui, Kohei
Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title_full Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title_fullStr Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title_full_unstemmed Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title_short Sample Size and Estimation of Standard Radiation Doses for Pediatric Brain CT
title_sort sample size and estimation of standard radiation doses for pediatric brain ct
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612354/
https://www.ncbi.nlm.nih.gov/pubmed/36287806
http://dx.doi.org/10.3390/tomography8050207
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