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

Gubern-Mérida, Kallenberg, Platel, Mann, Martí, Karssemeijer

“…our study shows that it is feasible to obtain accurate measurements of absolute and relative volumes of dense breast tissue from full field digital mammograms. Availability of such measurements is crucial for the development of objective breast cancer risk models and may be used in the development of personalized screening protocols.”

Reliability of Automated Breast Density Measurements

Alonzo-Proulx, Mawdsley, Patrie, Yaffe, Harvey

“Variability in a repeated measurement of breast density is lowest for Volpara and Quantra; these algorithms may be more suited to incorporation into a risk model.”