A comparative study of volumetric and area-based breast density estimation in digital mammography: Results from a screening population

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6136 LNCS, Issue , 2010, Pages 378-385

  Kontos, Despina ^a   Bakic, Predrag R ^a   Acciavatti, Raymond J ^a   Conant, Emily F ^a   Maidment, Andrew D A ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

breast cancer risk; digital mammography; Volumetric breast density

Indexed keywords

AREA-BASED; BREAST CANCER RISK; BREAST DENSITY; BREAST DENSITY ESTIMATION; CLINICAL PRACTICES; COMPARATIVE STUDIES; DENSITY CORRELATION; DENSITY MEASURES; DIGITAL MAMMOGRAPHY; NON-LINEAR; RIGHT AND LEFT; RISK STRATIFICATION; TORONTO; VOLUMETRIC DENSITY;

ESTIMATION; REGRESSION ANALYSIS;

RISK PERCEPTION;

EID: 77954629059     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13666-5_51     Document Type: Conference Paper

References (19)

1. Boyd, N.F., Guo, H., Martin, L.J., Sun, L., Stone, J., Fishell, E., Jong, R.A., Hislop, G., Chiarelli, A., Minkin, S., Yaffe, M.J.: Mammographic density and the risk and detection of breast cancer. New England Journal of Medicine 356, 227-236 (2007) (Pubitemid 46143226)
2. Tice, J.A., Kerlikowske, K.: Screening and prevention of breast cancer in primary care. Prim. Care 36, 533-558 (2009)
3. Yaffe, M.J.: Mammographic density. Measurement of mammographic density. Breast Cancer Research 10, 209 (2008)
4. 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 BIRADS categories. Radiology 240, 656-665 (2006) (Pubitemid 44267320)
5. Harvey, J.A., Bovbjerg, V.E.: Quantitative Assessment of Mammographic Breast Density: Relationship with Breast Cancer Risk. Radiology 230, 29-41 (2004)
6. Highnam, R., Jeffreys, M., McCormack, V., Warren, R., Davey Smith, G., Brady, M.: Comparing measurements of breast density. Phys. Med. Biol. 52, 5881-5895 (2007)
7. McCormack, V.A., Highnam, R., Perry, N., dos Santos Silva, I.: Comparison of a new and existing method of mammographic density measurement: intramethod reliability and associations with known risk factors. Cancer Epidemiol Biomarkers Prev. 16, 1148-1154 (2007)
8. Jeffreys, M., Warren, R., Highnam, R., Smith, G.D.: Initial experiences of using an automated volumetric measure of breast density: the standard mammogram form. Br. J. Radiol. 79, 378-382 (2006)
9. Pawluczyk, O., Augustine, B.J., Yaffe, M.J., Rico, D., Yang, J., Mawdsley, G.E., Boyd, N.F.: A volumetric method for estimation of breast density on digitized screen-film mammograms. Medical Physics 30, 352-364 (2003) (Pubitemid 36337102)
10. Boyd, N., Martin, L., Gunasekara, A., Melnichouk, O., Maudsley, G., Peressotti, C., Yaffe, M., Minkin, S.: Mammographic density and breast cancer risk: evaluation of a novel method of measuring breast tissue volumes. Cancer Epidemiol Biomarkers Prev. 18, 1754-1762 (2009)
11. Kopans, D.B.: Basic physics and doubts about relationship between mammographically determined tissue density and breast cancer risk. Radiology 246, 348-353 (2008)
12. Jeffreys, M., Warren, R., Highnam, R., Davey Smith, G.: Breast cancer risk factors and a novel measure of volumetric breast density: cross-sectional study. Br. J. Cancer 98, 210-216 (2008)
13. Ding, J., Warren, R., Warsi, I., Day, N., Thompson, D., Brady, M., Tromans, C., Highnam, R., Easton, D.: Evaluating the effectiveness of using standard mammogram form to predict breast cancer risk: case-control study. Cancer Epidemiol Biomarkers Prev. 17, 1074-1081 (2008)
14. Hartman, K., Highnam, R., Warren, R., Jackson, V.: Volumetric Assessment of Breast Tissue Composition from FFDM Images. In: Krupinski, E.A. (ed.) IWDM 2008. LNCS, vol. 5116, pp. 33-39. Springer, Heidelberg (2008)
15. van Engeland, S., Snoeren, P.R., Huisman, H., Boetes, C., Karssemeijer, N.: Volumetric breast density estimation from full-field digital mammograms. IEEE Trans. Med. Imaging 25, 273-282 (2006)
16. Kontos, D., Ikejimba, L., Bakic, P.R., Troxel, A.B., Conant, E.F., Maidment, A.D.A.: Digital breast tomosynthesis parenchymal texture analysis for breast cancer risk estimation: Results from a screening trial. Presented at 95th Scientific Assembly and Annual Meeting of the Radiological Society of North America, Chicago, IL (2009)
17. Kontos, D., Bakic, P.R., Carton, A.K., Troxel, A.B., Conant, E.F., Maidment, A.D.A.: Parenchymal texture analysis in digital breast tomosynthesis for breast cancer risk estimation: A preliminary study. Academic Radiology 16, 283-298 (2009)
18. Understanding R2 Quantra 1.3, Hologic Inc. (Software Manual) (2009)
19. The ACR Breast Imaging Reporting and Data System (BI-RADS) Atlas. American College of Radiology, Reston (2003)