Volumetric breast density estimation from full-field digital mammograms: a validation study.

<h4>Objectives</h4>To objectively evaluate automatic volumetric breast density assessment in Full-Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic Resonance Imaging (MRI).<h4>Material and methods</h4>A commercially available method for volumetr...

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Autores principales:	Albert Gubern-Mérida, Michiel Kallenberg, Bram Platel, Ritse M Mann, Robert Martí, Nico Karssemeijer
Formato:	article
Lenguaje:	EN
Publicado:	Public Library of Science (PLoS) 2014
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/93fb37c575cc413caef60e8bf73800c7
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id	oai:doaj.org-article:93fb37c575cc413caef60e8bf73800c7
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spelling	oai:doaj.org-article:93fb37c575cc413caef60e8bf73800c72021-11-18T08:36:54ZVolumetric breast density estimation from full-field digital mammograms: a validation study.1932-620310.1371/journal.pone.0085952https://doaj.org/article/93fb37c575cc413caef60e8bf73800c72014-01-01T00:00:00Zhttps://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24465808/?tool=EBIhttps://doaj.org/toc/1932-6203<h4>Objectives</h4>To objectively evaluate automatic volumetric breast density assessment in Full-Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic Resonance Imaging (MRI).<h4>Material and methods</h4>A commercially available method for volumetric breast density estimation on FFDM is evaluated by comparing volume estimates obtained from 186 FFDM exams including mediolateral oblique (MLO) and cranial-caudal (CC) views to objective reference standard measurements obtained from MRI.<h4>Results</h4>Volumetric measurements obtained from FFDM show high correlation with MRI data. Pearson's correlation coefficients of 0.93, 0.97 and 0.85 were obtained for volumetric breast density, breast volume and fibroglandular tissue volume, respectively.<h4>Conclusions</h4>Accurate volumetric breast density assessment is feasible in Full-Field Digital Mammograms and has potential to be used in objective breast cancer risk models and personalized screening.Albert Gubern-MéridaMichiel KallenbergBram PlatelRitse M MannRobert MartíNico KarssemeijerPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 9, Iss 1, p e85952 (2014)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Albert Gubern-Mérida Michiel Kallenberg Bram Platel Ritse M Mann Robert Martí Nico Karssemeijer Volumetric breast density estimation from full-field digital mammograms: a validation study.
description	<h4>Objectives</h4>To objectively evaluate automatic volumetric breast density assessment in Full-Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic Resonance Imaging (MRI).<h4>Material and methods</h4>A commercially available method for volumetric breast density estimation on FFDM is evaluated by comparing volume estimates obtained from 186 FFDM exams including mediolateral oblique (MLO) and cranial-caudal (CC) views to objective reference standard measurements obtained from MRI.<h4>Results</h4>Volumetric measurements obtained from FFDM show high correlation with MRI data. Pearson's correlation coefficients of 0.93, 0.97 and 0.85 were obtained for volumetric breast density, breast volume and fibroglandular tissue volume, respectively.<h4>Conclusions</h4>Accurate volumetric breast density assessment is feasible in Full-Field Digital Mammograms and has potential to be used in objective breast cancer risk models and personalized screening.
format	article
author	Albert Gubern-Mérida Michiel Kallenberg Bram Platel Ritse M Mann Robert Martí Nico Karssemeijer
author_facet	Albert Gubern-Mérida Michiel Kallenberg Bram Platel Ritse M Mann Robert Martí Nico Karssemeijer
author_sort	Albert Gubern-Mérida
title	Volumetric breast density estimation from full-field digital mammograms: a validation study.
title_short	Volumetric breast density estimation from full-field digital mammograms: a validation study.
title_full	Volumetric breast density estimation from full-field digital mammograms: a validation study.
title_fullStr	Volumetric breast density estimation from full-field digital mammograms: a validation study.
title_full_unstemmed	Volumetric breast density estimation from full-field digital mammograms: a validation study.
title_sort	volumetric breast density estimation from full-field digital mammograms: a validation study.
publisher	Public Library of Science (PLoS)
publishDate	2014
url	https://doaj.org/article/93fb37c575cc413caef60e8bf73800c7
work_keys_str_mv	AT albertgubernmerida volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy AT michielkallenberg volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy AT bramplatel volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy AT ritsemmann volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy AT robertmarti volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy AT nicokarssemeijer volumetricbreastdensityestimationfromfullfielddigitalmammogramsavalidationstudy
_version_	1718421574606913536

Volumetric breast density estimation from full-field digital mammograms: a validation study.

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