Volumetric Breast Density Estimation from Full-Field Digital Mammograms: A Validation Study

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...

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Detalles Bibliográficos
Autores principales: Gubern-Mérida, Albert, Kallenberg, Michiel, Platel, Bram, Mann, Ritse M., Martí, Robert, Karssemeijer, Nico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3897574/
https://www.ncbi.nlm.nih.gov/pubmed/24465808
http://dx.doi.org/10.1371/journal.pone.0085952
Descripción
Sumario: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.

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