Abstract
Computer-aided thresholding programs, such as Cumulus, are seen as the gold standard for breast density measurement. In this paper we compare a new volumetric breast density software package, VolparaTM to an expert’s BI-RADS visual assessment and Cumulus and show that all are closely related, whilst there is a less close relationship between Cumulus percent breast density and absolute volume of dense tissue. These results support the further validation of this new method against breast cancer outcomes.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Byng, J.W., Boyd, N.F., Fishell, E., Jong, R.A., Yaffe, M.J.: The quantitative analysis of mammographic densities. Phys. Med. Biol. 39, 1629–1638 (1994)
McCormack, V., dos Santos Silva, I.: Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomarkers Prev. 15, 1159–1169 (2006)
Prevrhal, S., Shepherd, J., Smith-Bindman, R., Cummings, S., Kerlikowske, K.: Accuracy of Mammographic Breast Density Analysis: Results of Formal Operator Training. Cancer Epidemiol. Biomarkers Prev. 11, 1389–1393 (2002)
Martin, K.E., Helvie, M.A., Zhou, C., Roubidoux, M.A., Bailey, J.E., Paramagul, C., Blane, C.E., Klein, K.A., Sonnad, S.S., Chan, H.P.: Mammographic density measured with quantitative computer-aided method: comparison with radiologists’ estimates and BI-RADS categories. Radiology 240, 656–665 (2006)
Highnam, R., Brady, M.: Mammographic Image Analysis. Kluwer Academic Publishers, Dortrecht (1999)
Highnam, R., Pan, X., Warren, R., Jeffreys, M., Davey Smith, G., Brady, M.: Breast composition measurements using retrospective standard mammogram form (SMF). Phys. Med. Biol. 51, 2695–2713 (2006)
Highnam, R., Brady, M., Yaffe, M., Karssemeijer, N., Harvey, J.: Robust Breast Composition Measurements - Volpara. In: IWDM Proceedings (in press, 2010)
Pisano, E., Gatsonis, C., Yaffe, M., Hendrick, R., Tosteson, A., Fryback, D., Bassett, L., Baum, J., Conant, E., Jong, R., Rebner, M., D’Orsi, C.: American College of Radiology Imaging Network digital mammographic imaging screening trial: objectives and methodology. Radiology 236, 404–412 (2005)
Harvey, J.A.: Quantitative assessment of percent breast density: analog versus digital acquisition. Technol. Cancer Res. Treat. 3, 611–616 (2004)
Jeffreys, M., Warren, R., Highnam, R., Davey Smith, G.: Initial experiences of using an automated volumetric measure of breast density: the standard mammogram form. Br. J. Radiol. 79, 378–382 (2006)
Aitken, Z., McCormack, V.A., Highnam, R.P., Martin, L., Gunasekara, A., Melnichouk, O., Mawdsley, G., Peressotti, C., Yaffe, M., Boyd, N.F., Dos Santos, S.I.: Screen-film mammographic density and breast cancer risk: a comparison of the volumetric standard mammogram form and the interactive threshold measurement methods. Cancer Epidemiol. Biomarkers Prev. 19, 418–428 (2010)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jeffreys, M., Harvey, J., Highnam, R. (2010). Comparing a New Volumetric Breast Density Method (VolparaTM) to Cumulus. In: Martí, J., Oliver, A., Freixenet, J., Martí, R. (eds) Digital Mammography. IWDM 2010. Lecture Notes in Computer Science, vol 6136. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13666-5_55
Download citation
DOI: https://doi.org/10.1007/978-3-642-13666-5_55
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13665-8
Online ISBN: 978-3-642-13666-5
eBook Packages: Computer ScienceComputer Science (R0)