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PLoS One. 2014 Jan 21;9(1):e85952. doi: 10.1371/journal.pone.0085952. eCollection 2014.

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

Author information

1
Department of Computer Architecture and Technology, University of Girona, Girona, Spain ; Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands.
2
Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands.
3
Department of Computer Architecture and Technology, University of Girona, Girona, Spain.

Abstract

OBJECTIVES:

To objectively evaluate automatic volumetric breast density assessment in Full-Field Digital Mammograms (FFDM) using measurements obtained from breast Magnetic Resonance Imaging (MRI).

MATERIAL AND METHODS:

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.

RESULTS:

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.

CONCLUSIONS:

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.

PMID:
24465808
PMCID:
PMC3897574
DOI:
10.1371/journal.pone.0085952
[Indexed for MEDLINE]
Free PMC Article

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