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Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting

INTRODUCTION: The objective of this study is to compare different methods for measuring breast density, both visual assessments and automated volumetric density, in a breast cancer screening setting. These measures could potentially be implemented in future screening programmes, in the context of pe...

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Autores principales: van der Waal, Daniëlle, den Heeten, Gerard J., Pijnappel, Ruud M., Schuur, Klaas H., Timmers, Johanna M. H., Verbeek, André L. M., Broeders, Mireille J. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559403/
https://www.ncbi.nlm.nih.gov/pubmed/26335569
http://dx.doi.org/10.1371/journal.pone.0136667
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author van der Waal, Daniëlle
den Heeten, Gerard J.
Pijnappel, Ruud M.
Schuur, Klaas H.
Timmers, Johanna M. H.
Verbeek, André L. M.
Broeders, Mireille J. M.
author_facet van der Waal, Daniëlle
den Heeten, Gerard J.
Pijnappel, Ruud M.
Schuur, Klaas H.
Timmers, Johanna M. H.
Verbeek, André L. M.
Broeders, Mireille J. M.
author_sort van der Waal, Daniëlle
collection PubMed
description INTRODUCTION: The objective of this study is to compare different methods for measuring breast density, both visual assessments and automated volumetric density, in a breast cancer screening setting. These measures could potentially be implemented in future screening programmes, in the context of personalised screening or screening evaluation. MATERIALS AND METHODS: Digital mammographic exams (N = 992) of women participating in the Dutch breast cancer screening programme (age 50–75y) in 2013 were included. Breast density was measured in three different ways: BI-RADS density (5(th) edition) and with two commercially available automated software programs (Quantra and Volpara volumetric density). BI-RADS density (ordinal scale) was assessed by three radiologists. Quantra (v1.3) and Volpara (v1.5.0) provide continuous estimates. Different comparison methods were used, including Bland-Altman plots and correlation coefficients (e.g., intraclass correlation coefficient [ICC]). RESULTS: Based on the BI-RADS classification, 40.8% of the women had ‘heterogeneously or extremely dense’ breasts. The median volumetric percent density was 12.1% (IQR: 9.6–16.5) for Quantra, which was higher than the Volpara estimate (median 6.6%, IQR: 4.4–10.9). The mean difference between Quantra and Volpara was 5.19% (95% CI: 5.04–5.34) (ICC: 0.64). There was a clear increase in volumetric percent dense volume as BI-RADS density increased. The highest accuracy for predicting the presence of BI-RADS c+d (heterogeneously or extremely dense) was observed with a cut-off value of 8.0% for Volpara and 13.8% for Quantra. CONCLUSION: Although there was no perfect agreement, there appeared to be a strong association between all three measures. Both volumetric density measures seem to be usable in breast cancer screening programmes, provided that the required data flow can be realized.
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spelling pubmed-45594032015-09-10 Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting van der Waal, Daniëlle den Heeten, Gerard J. Pijnappel, Ruud M. Schuur, Klaas H. Timmers, Johanna M. H. Verbeek, André L. M. Broeders, Mireille J. M. PLoS One Research Article INTRODUCTION: The objective of this study is to compare different methods for measuring breast density, both visual assessments and automated volumetric density, in a breast cancer screening setting. These measures could potentially be implemented in future screening programmes, in the context of personalised screening or screening evaluation. MATERIALS AND METHODS: Digital mammographic exams (N = 992) of women participating in the Dutch breast cancer screening programme (age 50–75y) in 2013 were included. Breast density was measured in three different ways: BI-RADS density (5(th) edition) and with two commercially available automated software programs (Quantra and Volpara volumetric density). BI-RADS density (ordinal scale) was assessed by three radiologists. Quantra (v1.3) and Volpara (v1.5.0) provide continuous estimates. Different comparison methods were used, including Bland-Altman plots and correlation coefficients (e.g., intraclass correlation coefficient [ICC]). RESULTS: Based on the BI-RADS classification, 40.8% of the women had ‘heterogeneously or extremely dense’ breasts. The median volumetric percent density was 12.1% (IQR: 9.6–16.5) for Quantra, which was higher than the Volpara estimate (median 6.6%, IQR: 4.4–10.9). The mean difference between Quantra and Volpara was 5.19% (95% CI: 5.04–5.34) (ICC: 0.64). There was a clear increase in volumetric percent dense volume as BI-RADS density increased. The highest accuracy for predicting the presence of BI-RADS c+d (heterogeneously or extremely dense) was observed with a cut-off value of 8.0% for Volpara and 13.8% for Quantra. CONCLUSION: Although there was no perfect agreement, there appeared to be a strong association between all three measures. Both volumetric density measures seem to be usable in breast cancer screening programmes, provided that the required data flow can be realized. Public Library of Science 2015-09-03 /pmc/articles/PMC4559403/ /pubmed/26335569 http://dx.doi.org/10.1371/journal.pone.0136667 Text en © 2015 van der Waal et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
van der Waal, Daniëlle
den Heeten, Gerard J.
Pijnappel, Ruud M.
Schuur, Klaas H.
Timmers, Johanna M. H.
Verbeek, André L. M.
Broeders, Mireille J. M.
Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title_full Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title_fullStr Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title_full_unstemmed Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title_short Comparing Visually Assessed BI-RADS Breast Density and Automated Volumetric Breast Density Software: A Cross-Sectional Study in a Breast Cancer Screening Setting
title_sort comparing visually assessed bi-rads breast density and automated volumetric breast density software: a cross-sectional study in a breast cancer screening setting
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559403/
https://www.ncbi.nlm.nih.gov/pubmed/26335569
http://dx.doi.org/10.1371/journal.pone.0136667
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