메뉴 건너뛰기




Volumn 279, Issue 1, 2016, Pages 65-74

Fully automated quantitative estimation of volumetric breast density from digital breast tomosynthesis images: Preliminary results and comparison with digital mammography and MR imaging

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; ARTIFACT REDUCTION; AUTOMATION; BREAST CANCER; BREAST DENSITY; CANCER RISK; CANCER SCREENING; CONFIDENCE INTERVAL; CORRELATION ANALYSIS; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DIGITAL BREAST TOMOSYNTHESIS; DIGITAL IMAGING; DIGITAL MAMMOGRAPHY; FEMALE; FOOD AND DRUG ADMINISTRATION; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE RECONSTRUCTION; IMAGING SOFTWARE; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MAMMOGRAPHY SYSTEM; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; NUCLEAR MAGNETIC RESONANCE SCANNER; POST HOC ANALYSIS; PRIORITY JOURNAL; PROTOCOL COMPLIANCE; QUANTITATIVE ANALYSIS; RISK ASSESSMENT; STATISTICAL SIGNIFICANCE; UNITED STATES; VERY ELDERLY; VOLUMETRIC BREAST DENSITY; VOLUMETRY; YOUNG ADULT; ALGORITHM; AUTOMATED PATTERN RECOGNITION; BREAST TUMOR; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC IMAGING; IMAGE ENHANCEMENT; MAMMOGRAPHY; PATHOLOGY; PROCEDURES; RETROSPECTIVE STUDY; SOFTWARE;

EID: 84962892951     PISSN: 00338419     EISSN: 15271315     Source Type: Journal    
DOI: 10.1148/radiol.2015150277     Document Type: Article
Times cited : (37)

References (43)
  • 1
    • 33846407655 scopus 로고    scopus 로고
    • Mam-mographic density and the risk and detection of breast cancer
    • Boyd NF, Guo H, Martin LJ, et al. Mam-mographic density and the risk and detection of breast cancer. N Engl J Med 2007; 356(3):227-236.
    • (2007) N Engl J Med , vol.356 , Issue.3 , pp. 227-236
    • Boyd, N.F.1    Guo, H.2    Martin, L.J.3
  • 2
    • 33745683831 scopus 로고    scopus 로고
    • Breast density and parenchymal patterns as markers of breast cancer risk: A meta-analysis
    • McCormack VA , dos Santos Silva I. Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol Biomarkers Prev 2006;15(6): 1159-1169.
    • (2006) Cancer Epidemiol Biomarkers Prev , vol.15 , Issue.6 , pp. 1159-1169
    • McCormack, V.A.1    Dos Santos Silva, I.2
  • 4
    • 84890102289 scopus 로고    scopus 로고
    • The California breast density information group: A collaborative response to the issues of breast density, breast cancer risk, and breast density notifcation legislation
    • Price ER, Hargreaves J, Lipson JA, et al. The California breast density information group: a collaborative response to the issues of breast density, breast cancer risk, and breast density notifcation legislation. Radiology 2013;269(3):887-892.
    • (2013) Radiology , vol.269 , Issue.3 , pp. 887-892
    • Price, E.R.1    Hargreaves, J.2    Lipson, J.A.3
  • 5
    • 80755173295 scopus 로고    scopus 로고
    • Mammographic density and breast cancer risk: Current understanding and future prospects
    • Boyd NF, Martin LJ, Yaffe MJ, Minkin S. Mammographic density and breast cancer risk: current understanding and future prospects. Breast Cancer Res 2011;13(6):223.
    • (2011) Breast Cancer Res , vol.13 , Issue.6 , pp. 223
    • Boyd, N.F.1    Martin, L.J.2    Yaffe, M.J.3    Minkin, S.4
  • 6
    • 40349102022 scopus 로고    scopus 로고
    • Mammographic density, breast cancer risk and risk prediction
    • Vachon CM, van Gils CH, Sellers TA, et al. Mammographic density, breast cancer risk and risk prediction. Breast Cancer Res 2007;9(6):217.
    • (2007) Breast Cancer Res , vol.9 , Issue.6 , pp. 217
    • Vachon, C.M.1    Van Gils, C.H.2    Sellers, T.A.3
  • 8
    • 84905185461 scopus 로고    scopus 로고
    • Mammographic density phenotypes and risk of breast cancer: A meta-analysis
    • Pettersson A, Graff RE, Ursin G, et al. Mammographic density phenotypes and risk of breast cancer: a meta-analysis. J Natl Cancer Inst 2014;106(5):dju078.
    • (2014) J Natl Cancer Inst , vol.106 , Issue.5 , pp. dju078
    • Pettersson, A.1    Graff, R.E.2    Ursin, G.3
  • 9
    • 84862832304 scopus 로고    scopus 로고
    • Breast cancer risk prediction and individualised screening based on common genetic variation and breast density measurement
    • Darabi H, Czene K, Zhao W, Liu J, Hall P, Humphreys K. Breast cancer risk prediction and individualised screening based on common genetic variation and breast density measurement. Breast Cancer Res 2012; 14(1):R25.
    • (2012) Breast Cancer Res , vol.14 , Issue.1 , pp. R25
    • Darabi, H.1    Czene, K.2    Zhao, W.3    Liu, J.4    Hall, P.5    Humphreys, K.6
  • 10
    • 84922704709 scopus 로고    scopus 로고
    • Benefts, harms, and cost-effectiveness of supplemental ultrasonography screening for women with dense breasts
    • Sprague BL, Stout NK, Schechter C, et al. Benefts, harms, and cost-effectiveness of supplemental ultrasonography screening for women with dense breasts. Ann Intern Med 2015;162(3):157-166.
    • (2015) Ann Intern Med , vol.162 , Issue.3 , pp. 157-166
    • Sprague, B.L.1    Stout, N.K.2    Schechter, C.3
  • 12
    • 84868031099 scopus 로고    scopus 로고
    • Inter-and intraradiologist variability in the BI-RADS assessment and breast density categories for screening mammograms
    • Redondo A, Comas M, Macià F, et al. Inter-and intraradiologist variability in the BI-RADS assessment and breast density categories for screening mammograms. Br J Radiol 2012; 85(1019):1465-1470.
    • (2012) Br J Radiol , vol.85 , Issue.1019 , pp. 1465-1470
    • Redondo, A.1    Comas, M.2    MacIà, F.3
  • 13
    • 27544436222 scopus 로고    scopus 로고
    • Mammographic breast density and the Gail model for breast cancer risk prediction in a screening population
    • Tice JA, Cummings SR, Ziv E, Kerlikowske K. Mammographic breast density and the Gail model for breast cancer risk prediction in a screening population. Breast Cancer Res Treat 2005;94(2):115-122.
    • (2005) Breast Cancer Res Treat , vol.94 , Issue.2 , pp. 115-122
    • Tice, J.A.1    Cummings, S.R.2    Ziv, E.3    Kerlikowske, K.4
  • 16
    • 84864655971 scopus 로고    scopus 로고
    • Estimation of breast percent density in raw and processed full feld digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation
    • Keller BM, Nathan DL, Wang Y, et al. Estimation of breast percent density in raw and processed full feld digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation. Med Phys 2012;39(8):4903-4917.
    • (2012) Med Phys , vol.39 , Issue.8 , pp. 4903-4917
    • Keller, B.M.1    Nathan, D.L.2    Wang, Y.3
  • 17
    • 84890080605 scopus 로고    scopus 로고
    • Automated fbroglandular tissue segmentation and volumetric density estimation in breast MRI using an atlas-aided fuzzy C-means method
    • Wu S, Weinstein SP, Conant EF, Kontos D. Automated fbroglandular tissue segmentation and volumetric density estimation in breast MRI using an atlas-aided fuzzy C-means method. Med Phys 2013;40(12):122302.
    • (2013) Med Phys , vol.40 , Issue.12 , pp. 122302
    • Wu, S.1    Weinstein, S.P.2    Conant, E.F.3    Kontos, D.4
  • 19
    • 84904015038 scopus 로고    scopus 로고
    • Volu-metric breast density estimation from full-feld digital mammograms: A validation study
    • Gubern-Mérida A, Kallenberg M, Platel B, Mann RM, Martí R, Karssemeijer N. Volu-metric breast density estimation from full-feld digital mammograms: a validation study. PLoS One 2014;9(1):e85952.
    • (2014) PLoS One , vol.9 , Issue.1 , pp. e85952
    • Gubern-Mérida, A.1    Kallenberg, M.2    Platel, B.3    Mann, R.M.4    Martí, R.5    Karssemeijer, N.6
  • 20
    • 77952391417 scopus 로고    scopus 로고
    • Validation of a method for measuring the volumetric breast density from digital mam-mograms
    • Alonzo-Proulx O, Packard N, Boone JM, et al. Validation of a method for measuring the volumetric breast density from digital mam-mograms. Phys Med Biol 2010;55(11):3027-3044.
    • (2010) Phys Med Biol , vol.55 , Issue.11 , pp. 3027-3044
    • Alonzo-Proulx, O.1    Packard, N.2    Boone, J.M.3
  • 22
    • 84928994917 scopus 로고    scopus 로고
    • Mammographic breast density: Comparison of methods for quantitative evaluation
    • Morrish OW, Tucker L, Black R, Willsher P, Duffy SW, Gilbert FJ. Mammographic breast density: comparison of methods for quantitative evaluation. Radiology 2015;275(2):356-365.
    • (2015) Radiology , vol.275 , Issue.2 , pp. 356-365
    • Morrish, O.W.1    Tucker, L.2    Black, R.3    Willsher, P.4    Duffy, S.W.5    Gilbert, F.J.6
  • 23
    • 84901650352 scopus 로고    scopus 로고
    • Two-view digital breast tomosynthesis screening with synthetically reconstructed projection images: Comparison with digital breast tomo-synthesis with full-feld digital mammographic images
    • Skaane P, Bandos AI, Eben EB, et al. Two-view digital breast tomosynthesis screening with synthetically reconstructed projection images: comparison with digital breast tomo-synthesis with full-feld digital mammographic images. Radiology 2014;271(3):655-663.
    • (2014) Radiology , vol.271 , Issue.3 , pp. 655-663
    • Skaane, P.1    Bandos, A.I.2    Eben, E.B.3
  • 24
    • 84902770556 scopus 로고    scopus 로고
    • Breast cancer screening using tomosynthe-sis in combination with digital mammogra-phy
    • Friedewald SM, Rafferty EA, Rose SL, et al. Breast cancer screening using tomosynthe-sis in combination with digital mammogra-phy. JAMA 2014;311(24):2499-2507.
    • (2014) JAMA , vol.311 , Issue.24 , pp. 2499-2507
    • Friedewald, S.M.1    Rafferty, E.A.2    Rose, S.L.3
  • 25
    • 84985034252 scopus 로고    scopus 로고
    • Screening outcomes following implementation of digital breast tomosynthesis in a general-population screening program
    • McCarthy AM, Kontos D, Synnestvedt M, et al. Screening outcomes following implementation of digital breast tomosynthesis in a general-population screening program. J Natl Cancer Inst 2014;106(11):dju316.
    • (2014) J Natl Cancer Inst , vol.106 , Issue.11 , pp. dju316
    • McCarthy, A.M.1    Kontos, D.2    Synnestvedt, M.3
  • 26
    • 84901649898 scopus 로고    scopus 로고
    • Comparison of two-dimensional synthesized mammo-grams versus original digital mammograms alone and in combination with tomosynthesis images
    • Zuley ML, Guo B, Catullo VJ, et al. Comparison of two-dimensional synthesized mammo-grams versus original digital mammograms alone and in combination with tomosynthesis images. Radiology 2014;271(3):664-671.
    • (2014) Radiology , vol.271 , Issue.3 , pp. 664-671
    • Zuley, M.L.1    Guo, B.2    Catullo, V.J.3
  • 28
    • 84872500016 scopus 로고    scopus 로고
    • Analysis of focus measure operators for shape from focus
    • Pertuz S, Puig D, Garcia MA. Analysis of focus measure operators for shape from focus. Pattern Recognit 2013;46(5):1415-1432.
    • (2013) Pattern Recognit , vol.46 , Issue.5 , pp. 1415-1432
    • Pertuz, S.1    Puig, D.2    Garcia, M.A.3
  • 29
    • 67650097301 scopus 로고    scopus 로고
    • Breast percent density: Estimation on digital mammograms and central tomosynthesis projections
    • Bakic PR, Carton AK, Kontos D, Zhang C, Troxel AB, Maidment AD. Breast percent density: estimation on digital mammograms and central tomosynthesis projections. Radiology 2009;252(1):40-49.
    • (2009) Radiology , vol.252 , Issue.1 , pp. 40-49
    • Bakic, P.R.1    Carton, A.K.2    Kontos, D.3    Zhang, C.4    Troxel, A.B.5    Maidment, A.D.6
  • 31
    • 84874660425 scopus 로고    scopus 로고
    • Comparative estimation of percentage breast tissue density for digital mammography digital breast tomosyn thesis and magnetic resonance imaging
    • Tagliafco A, Tagliafco G, Astengo D, Airaldi S, Calabrese M, Houssami N. Comparative estimation of percentage breast tissue density for digital mammography, digital breast tomosynthesis, and magnetic resonance imaging. Breast Cancer Res Treat 2013;138(1): 311-317.
    • (2013) Breast Cancer Res Treat , vol.138 , Issue.1 , pp. 311-317
    • Tagliafco, A.1    Tagliafco, G.2    Astengo, D.3    Airaldi, S.4    Calabrese, M.5    Houssami, N.6
  • 32
    • 39549083444 scopus 로고    scopus 로고
    • Basic physics and doubts about relationship between mammographically determined tissue density and breast cancer risk
    • Kopans DB. Basic physics and doubts about relationship between mammographically determined tissue density and breast cancer risk. Radiology 2008;246(2):348-353.
    • (2008) Radiology , vol.246 , Issue.2 , pp. 348-353
    • Kopans, D.B.1
  • 33
    • 77956909535 scopus 로고    scopus 로고
    • Digital mammography imaging: Breast tomosynthesis and advanced applications
    • Helvie MA. Digital mammography imaging: breast tomosynthesis and advanced applications. Radiol Clin North Am 2010;48(5):917-929.
    • (2010) Radiol Clin North Am , vol.48 , Issue.5 , pp. 917-929
    • Helvie, M.A.1
  • 34
    • 84899895730 scopus 로고    scopus 로고
    • Clinical implementation of digital breast tomosynthesis
    • Conant EF. Clinical implementation of digital breast tomosynthesis. Radiol Clin North Am 2014;52(3):499-518.
    • (2014) Radiol Clin North Am , vol.52 , Issue.3 , pp. 499-518
    • Conant, E.F.1
  • 35
    • 84886420800 scopus 로고    scopus 로고
    • Comparison of tomo-synthesis plus digital mammography and digital mammography alone for breast cancer screening
    • Haas BM, Kalra V, Geisel J, Raghu M, Durand M, Philpotts LE. Comparison of tomo-synthesis plus digital mammography and digital mammography alone for breast cancer screening. Radiology 2013;269(3):694-700.
    • (2013) Radiology , vol.269 , Issue.3 , pp. 694-700
    • Haas, B.M.1    Kalra, V.2    Geisel, J.3    Raghu, M.4    Durand, M.5    Philpotts, L.E.6
  • 36
    • 0030711575 scopus 로고    scopus 로고
    • Digital tomosynthesis in breast imaging
    • Niklason LT, Christian BT, Niklason LE, et al. Digital tomosynthesis in breast imaging. Radiology 1997;205(2):399-406.
    • (1997) Radiology , vol.205 , Issue.2 , pp. 399-406
    • Niklason, L.T.1    Christian, B.T.2    Niklason, L.E.3
  • 37
    • 84888599951 scopus 로고    scopus 로고
    • Differences in breast density assessment using mammography, tomosynthesis and MRI and their implications for practice
    • Tagliafco A, Tagliafco G, Houssami N. Differences in breast density assessment using mammography, tomosynthesis and MRI and their implications for practice. Br J Radiol 2013;86(1032):20130528.
    • (2013) Br J Radiol , vol.86 , Issue.1032 , pp. 20130528
    • Tagliafco, A.1    Tagliafco, G.2    Houssami, N.3
  • 38
    • 84891889424 scopus 로고    scopus 로고
    • Agreement of mammographic measures of volumetric breast density to MRI
    • Wang J, Azziz A, Fan B, et al. Agreement of mammographic measures of volumetric breast density to MRI. PLoS One 2013;8(12): e81653.
    • (2013) PLoS One , vol.8 , Issue.12 , pp. e81653
    • Wang, J.1    Azziz, A.2    Fan, B.3
  • 39
    • 84864864800 scopus 로고    scopus 로고
    • A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: Results from a high-risk population
    • In: Karssemeijer N, Summers RM, eds Bellingham, Wash: International Society for Optics and Photonics
    • Kontos D, Ying Y, Bakic PR, Conant EF, Maidment AD. A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. In: Karssemeijer N, Summers RM, eds. Proceedings of SPIE: medical imaging 2010-computer-aided diagnosis. Vol 7624. Bellingham, Wash: International Society for Optics and Photonics, 2010; 762409.
    • (2010) Proceedings of SPIE: Medical Imaging 2010-computer-aided Diagnosis , vol.7624 , pp. 762409
    • Kontos, D.1    Ying, Y.2    Bakic, P.R.3    Conant, E.F.4    Maidment, A.D.5
  • 40
    • 84985017702 scopus 로고    scopus 로고
    • Prevalence of mammographically dense breasts in the United States
    • Sprague BL, Gangnon RE, Burt V, et al. Prevalence of mammographically dense breasts in the United States. J Natl Cancer Inst 2014; 106(10):dju255.
    • (2014) J Natl Cancer Inst , vol.106 , Issue.10 , pp. dju255
    • Sprague, B.L.1    Gangnon, R.E.2    Burt, V.3
  • 41
    • 52649131427 scopus 로고    scopus 로고
    • Evaluating the effectiveness of using standard mam-mogram form to predict breast cancer risk: Case-control study
    • Ding J, Warren R, Warsi I, et al. Evaluating the effectiveness of using standard mam-mogram form to predict breast cancer risk: case-control study. Cancer Epidemiol Bio-markers Prev 2008;17(5):1074-1081.
    • (2008) Cancer Epidemiol Bio-markers Prev , vol.17 , Issue.5 , pp. 1074-1081
    • Ding, J.1    Warren, R.2    Warsi, I.3
  • 42
    • 78650358150 scopus 로고    scopus 로고
    • Volumetric breast density from full-feld digital mammograms and its association with breast cancer risk factors: A comparison with a threshold method
    • Lokate M, Kallenberg MG, Karssemeijer N, Van den Bosch MA, Peeters PH, Van Gils CH. Volumetric breast density from full-feld digital mammograms and its association with breast cancer risk factors: a comparison with a threshold method. Cancer Epidemiol Biomarkers Prev 2010;19(12):3096-3105.
    • (2010) Cancer Epidemiol Biomarkers Prev , vol.19 , Issue.12 , pp. 3096-3105
    • Lokate, M.1    Kallenberg, M.G.2    Karssemeijer, N.3    Van Den Bosch, M.A.4    Peeters, P.H.5    Van Gils, C.H.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.