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- Title
Volumetric Breast Density Estimation from Full-Field Digital Mammograms: A Validation Study.
- Authors
Gubern-Mérida, Albert; Kallenberg, Michiel; Platel, Bram; Mann, Ritse M.; Martí, Robert; Karssemeijer, Nico
- 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.
- Subjects
BREAST cancer risk factors; MAGNETIC resonance mammography; DIGITAL mammography; MAMMOGRAMS; STATISTICAL correlation
- Publication
PLoS ONE, 2014, Vol 9, Issue 1, p1
- ISSN
1932-6203
- Publication type
Article
- DOI
10.1371/journal.pone.0085952