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Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage

We aimed to determine the proper modified thresholds for detecting and weighting CAC scores at 100 kV through histogram matching in comparison with 120 kV as a standard reference. From the training set (680 participants), modified thresholds at 100 kV were obtained through histogram matching of calc...

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Autores principales: Kim, Sungwon, Lee, Chan Joo, Han, Kyunghwa, Lee, Kye Ho, Lee, Hye-Jeong, Park, Sungha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408203/
https://www.ncbi.nlm.nih.gov/pubmed/34465816
http://dx.doi.org/10.1038/s41598-021-96695-9
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author Kim, Sungwon
Lee, Chan Joo
Han, Kyunghwa
Lee, Kye Ho
Lee, Hye-Jeong
Park, Sungha
author_facet Kim, Sungwon
Lee, Chan Joo
Han, Kyunghwa
Lee, Kye Ho
Lee, Hye-Jeong
Park, Sungha
author_sort Kim, Sungwon
collection PubMed
description We aimed to determine the proper modified thresholds for detecting and weighting CAC scores at 100 kV through histogram matching in comparison with 120 kV as a standard reference. From the training set (680 participants), modified thresholds at 100 kV were obtained through histogram matching of calcium pixels to 120 kV. From the validation set (213 participants), a standard CAC score at 120 kV, and modified CAC score at 100 kV using modified thresholds were compare through the paired t test and the Bland–Altman plot. Agreement for risk categories (no, minimal, mild, moderate, and severe) was evaluated using kappa statistics. Radiation doses were also compared. For the validation set, there was no significant difference between standard (median, 18.7; IQR, 0.0–207.0) and modified (median, 17.3; IQR, 0.0–220.9) CAC scores (P = 0.689). A small bias was achieved (0.74) with 95% limits of agreement from − 52.35 to 53.83. Agreements for risk categories were excellent (κ = 0.994). The mean dose-length-product of 100-kV scanning (30.1 ± 0.8 mGy * cm) was significantly decreased compared to 120-kV scanning (42.9 ± 0.6 mGy * cm) (P < 0.001). Histogram-derived modified thresholds at 100 kV can enable accurate CAC scoring while reducing radiation exposure.
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spelling pubmed-84082032021-09-01 Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage Kim, Sungwon Lee, Chan Joo Han, Kyunghwa Lee, Kye Ho Lee, Hye-Jeong Park, Sungha Sci Rep Article We aimed to determine the proper modified thresholds for detecting and weighting CAC scores at 100 kV through histogram matching in comparison with 120 kV as a standard reference. From the training set (680 participants), modified thresholds at 100 kV were obtained through histogram matching of calcium pixels to 120 kV. From the validation set (213 participants), a standard CAC score at 120 kV, and modified CAC score at 100 kV using modified thresholds were compare through the paired t test and the Bland–Altman plot. Agreement for risk categories (no, minimal, mild, moderate, and severe) was evaluated using kappa statistics. Radiation doses were also compared. For the validation set, there was no significant difference between standard (median, 18.7; IQR, 0.0–207.0) and modified (median, 17.3; IQR, 0.0–220.9) CAC scores (P = 0.689). A small bias was achieved (0.74) with 95% limits of agreement from − 52.35 to 53.83. Agreements for risk categories were excellent (κ = 0.994). The mean dose-length-product of 100-kV scanning (30.1 ± 0.8 mGy * cm) was significantly decreased compared to 120-kV scanning (42.9 ± 0.6 mGy * cm) (P < 0.001). Histogram-derived modified thresholds at 100 kV can enable accurate CAC scoring while reducing radiation exposure. Nature Publishing Group UK 2021-08-31 /pmc/articles/PMC8408203/ /pubmed/34465816 http://dx.doi.org/10.1038/s41598-021-96695-9 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
Kim, Sungwon
Lee, Chan Joo
Han, Kyunghwa
Lee, Kye Ho
Lee, Hye-Jeong
Park, Sungha
Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title_full Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title_fullStr Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title_full_unstemmed Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title_short Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
title_sort histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408203/
https://www.ncbi.nlm.nih.gov/pubmed/34465816
http://dx.doi.org/10.1038/s41598-021-96695-9
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