메뉴 건너뛰기




Volumn 9, Issue 2, 2014, Pages

Cost-effectiveness and harm-benefit analyses of risk-based screening strategies for breast cancer

(48)  Vilaprinyo, Ester a,b   Forné, Carles a,b   Carles, Misericordia c   Sala, Maria d,e,g   Pla, Roger c,f   Castells, Xavier d,e,g   Domingo, Laia d,g   Rue, Montserrat a,b,e   Blanch, Jordi g   Comas, Mercè g   Macià, Francesc g   Martínez, Juan g   Rodríguez Arana, Ana g   Román, Marta g   Romero, Anabel g   Alberich, Carmen h   Casals, María h   Ibáñez, Josefa h   Lluch, Amparo h   Martínez, Inmaculada h   more..


Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ARTICLE; BREAST BIOPSY; BREAST CANCER; CANCER RISK; CANCER SCREENING; COMPARATIVE STUDY; CONTROLLED STUDY; COST EFFECTIVENESS ANALYSIS; DIAGNOSTIC ERROR; ECONOMIC EVALUATION; FALSE POSITIVE RESULT; FAMILY HISTORY; HIGH RISK POPULATION; HUMAN; LOW RISK POPULATION; MAJOR CLINICAL STUDY; ONSET AGE; RISK ASSESSMENT; RISK BENEFIT ANALYSIS; RISK REDUCTION; BREAST NEOPLASMS; CARCINOMA, INTRADUCTAL, NONINFILTRATING; COST BENEFIT ANALYSIS; ECONOMICS; FEMALE; MASS SCREENING; MIDDLE AGED; PROCEDURES; QUALITY ADJUSTED LIFE YEAR; REGISTER; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPAIN; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

EID: 84895477166     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0086858     Document Type: Article
Times cited : (121)

References (51)
  • 1
    • 70249136601 scopus 로고    scopus 로고
    • The impact of mammography and adjuvant therapy on US breast cancer mortality (1975-2000): Collective results from the Cancer Intervention and Surveillance modeling network
    • Feuer E, Plevritis SK, Berry DA, Cronin KA (eds), et al. (2006) The impact of mammography and adjuvant therapy on US breast cancer mortality (1975-2000): collective results from the Cancer Intervention and Surveillance modeling network. J Natl Cancer Inst Monogr (36): 1-126.
    • (2006) J Natl Cancer Inst Monogr , Issue.36 , pp. 1-126
    • Feuer, E.1    Plevritis, S.K.2    Berry, D.A.3    Cronin, K.A.4
  • 2
    • 84855170661 scopus 로고    scopus 로고
    • Effect of protocol-related variables and women's characteristics on the cumulative false-positive risk in breast cancer screening
    • Roman R, Sala M, Salas D, Ascunce N, Zubizarreta R, et al. (2011) Effect of protocol-related variables and women's characteristics on the cumulative false-positive risk in breast cancer screening. Ann Oncol 23: 104-111.
    • (2011) Ann Oncol , vol.23 , pp. 104-111
    • Roman, R.1    Sala, M.2    Salas, D.3    Ascunce, N.4    Zubizarreta, R.5
  • 3
    • 84859357955 scopus 로고    scopus 로고
    • Overdiagnosis of invasive breast cancer due to mammography screening: Results from the Norwegian screening program
    • Kalager M, Adami HO, Bretthauer M, Tamimi RM (2012) Overdiagnosis of invasive breast cancer due to mammography screening: results from the Norwegian screening program. Ann Intern Med 156: 491-499.
    • (2012) Ann Intern Med , vol.156 , pp. 491-499
    • Kalager, M.1    Adami, H.O.2    Bretthauer, M.3    Tamimi, R.M.4
  • 4
    • 68149122164 scopus 로고    scopus 로고
    • Overdiagnosis in publicly organised mammography screening programmes: Systematic review of incidence trends
    • Jorgensen KJ, Gotzsche PC (2009) Overdiagnosis in publicly organised mammography screening programmes: systematic review of incidence trends. BMJ 339: b2587.
    • (2009) BMJ , vol.339
    • Jorgensen, K.J.1    Gotzsche, P.C.2
  • 5
    • 72049091776 scopus 로고    scopus 로고
    • Effects of mammography screening under different screening schedules: Model estimates of potential benefits and harms
    • Mandelblatt JS, Cronin KA, Bailey S, Berry DA, de Koning HJ, et al. (2009) Effects of mammography screening under different screening schedules: model estimates of potential benefits and harms. Ann Intern Med 151: 738-747.
    • (2009) Ann Intern Med , vol.151 , pp. 738-747
    • Mandelblatt, J.S.1    Cronin, K.A.2    Bailey, S.3    Berry, D.A.4    De Koning, H.J.5
  • 6
    • 41549129318 scopus 로고    scopus 로고
    • European guidelines for quality assurance in breast cancer screening and diagnosis. Fourth edition - Summary document
    • DOI 10.1093/annonc/mdm481
    • Perry N, Broeders M, de Wolf C, Törnberg S, Holland R, et al. (2008) European guidelines for quality assurance in breast cancer screening and diagnosis. Fourth edition-summary document. Ann Oncol 19: 614-22. (Pubitemid 351461029)
    • (2008) Annals of Oncology , vol.19 , Issue.4 , pp. 614-622
    • Perry, N.1    Broeders, M.2    De Wolf, C.3    Tornberg, S.4    Holland, R.5    Von, K.L.6
  • 7
    • 84956834213 scopus 로고    scopus 로고
    • Institute of Medicine and National Research Council Committee on new approaches to early detection and diagnosis of breast cancer. The National Academies Press, Washington D.C. Available: Accessed 2013 Dec 21
    • Joy J, Penhoet E, Petitti D, editors, Institute of Medicine and National Research Council Committee on new approaches to early detection and diagnosis of breast cancer (2005) Saving women's lives: strategies for improving breast cancer detection and diagnosis. The National Academies Press, Washington D.C. Available: http://www.ncbi.nlm.nih.gov/books/NBK22315/. Accessed 2013 Dec 21.
    • (2005) Saving Women's Lives: Strategies for Improving Breast Cancer Detection and Diagnosis
    • Joy, J.1    Penhoet, E.2    Petitti, D.3
  • 8
    • 79960054661 scopus 로고    scopus 로고
    • Personalizing mammography by breast density and other risk factors for breast cancer: Analysis of health benefits and cost-effectiveness
    • Schousboe JT, Kerlikowske K, Loh A, Cummings SR (2011) Personalizing mammography by breast density and other risk factors for breast cancer: analysis of health benefits and cost-effectiveness. Ann Intern Med 155: 10-20.
    • (2011) Ann Intern Med , vol.155 , pp. 10-20
    • Schousboe, J.T.1    Kerlikowske, K.2    Loh, A.3    Cummings, S.R.4
  • 9
    • 84860381403 scopus 로고    scopus 로고
    • Tipping the balance of benefits and harms to favor screening mammography starting at age 40 years: A comparative modeling study of risk
    • van Ravesteyn NT, Miglioretti DL, Stout NK, Lee SJ, Schechter CB, et al. (2012) Tipping the balance of benefits and harms to favor screening mammography starting at age 40 years: a comparative modeling study of risk. Ann Intern Med 156: 609-617.
    • (2012) Ann Intern Med , vol.156 , pp. 609-617
    • Van Ravesteyn, N.T.1    Miglioretti, D.L.2    Stout, N.K.3    Lee, S.J.4    Schechter, C.B.5
  • 10
    • 79956214824 scopus 로고    scopus 로고
    • Cost-effectiveness of early detection of breast cancer in Catalonia (Spain)
    • Carles M, Vilaprinyo E, Cots F, Gregori A, Pla R, et al. (2011) Cost-effectiveness of early detection of breast cancer in Catalonia (Spain). BMC Cancer 11: 192.
    • (2011) BMC Cancer , vol.11 , pp. 192
    • Carles, M.1    Vilaprinyo, E.2    Cots, F.3    Gregori, A.4    Pla, R.5
  • 11
    • 0032264035 scopus 로고    scopus 로고
    • Scheduling periodic examinations for the early detection of disease: Applications to breast cancer
    • Lee S, Zelen M (1998) Scheduling periodic examinations for the early detection of disease: applications to breast cancer. J Am Stat Assoc (93): 1271-1281. (Pubitemid 128385542)
    • (1998) Journal of the American Statistical Association , vol.93 , Issue.444 , pp. 1271-1281
    • Lee, S.J.1    Zelen, M.2
  • 12
    • 39049182167 scopus 로고    scopus 로고
    • A stochastic model for predicting the mortality of breast cancer
    • Lee S, Zelen M (2006) A stochastic model for predicting the mortality of breast cancer. J Natl Cancer Inst Monogr (36): 79-86.
    • (2006) J Natl Cancer Inst Monogr , Issue.36 , pp. 79-86
    • Lee, S.1    Zelen, M.2
  • 13
    • 43749123465 scopus 로고    scopus 로고
    • Mortality modeling of early detection programs
    • DOI 10.1111/j.1541-0420.2007.00893.x
    • Lee SJ, Zelen M (2008) Mortality modeling of early detection programs. Biometrics 64: 386-395. (Pubitemid 351691917)
    • (2008) Biometrics , vol.64 , Issue.2 , pp. 386-395
    • Lee, S.J.1    Zelen, M.2
  • 15
    • 65649154711 scopus 로고    scopus 로고
    • Estimation of age- and stage- specific Catalan breast cancer survival functions using US and Catalan survival data
    • Vilaprinyo E, Rue M, Marcos-Gragera R, Martinez-Alonso M (2009) Estimation of age- and stage- specific Catalan breast cancer survival functions using US and Catalan survival data. BMC Cancer 9: 98.
    • (2009) BMC Cancer , vol.9 , pp. 98
    • Vilaprinyo, E.1    Rue, M.2    Marcos-Gragera, R.3    Martinez-Alonso, M.4
  • 16
    • 70449395230 scopus 로고    scopus 로고
    • Effectiveness of early detection on breast cancer mortality reduction in Catalonia (Spain)
    • Rue M, Vilaprinyo E, Lee S, Martinez-Alonso M, Carles M, et al. (2009) Effectiveness of early detection on breast cancer mortality reduction in Catalonia (Spain). BMC Cancer 9: 326.
    • (2009) BMC Cancer , vol.9 , pp. 326
    • Rue, M.1    Vilaprinyo, E.2    Lee, S.3    Martinez-Alonso, M.4    Carles, M.5
  • 18
    • 0001513152 scopus 로고
    • On the theory of screening for chronic diseases
    • Zelen M, Feinleib M (1969) On the theory of screening for chronic diseases. Biometrika 56: 601-614.
    • (1969) Biometrika , vol.56 , pp. 601-614
    • Zelen, M.1    Feinleib, M.2
  • 19
    • 0021402508 scopus 로고
    • Simplified models of screening for chronic disease: Estimation procedures from mass screening programmes
    • Day NE, Walter SD (1984) Simplified models of screening for chronic disease: estimation procedures from mass screening programmes. Biometrics 40: 1-14.
    • (1984) Biometrics , vol.40 , pp. 1-14
    • Day, N.E.1    Walter, S.D.2
  • 20
    • 41049090799 scopus 로고    scopus 로고
    • Using clinical factors and mammographic breast density to estimate breast cancer risk: Development and validation of a new predictive model
    • Tice JA, Cummings SR, Smith-Bindman R, Ichikawa L, Barlow WE, et al. (2008) Using clinical factors and mammographic breast density to estimate breast cancer risk: development and validation of a new predictive model. Ann Intern Med 148: 337-347. (Pubitemid 351665464)
    • (2008) Annals of Internal Medicine , vol.148 , Issue.5 , pp. 337-347
    • Tice, J.A.1    Cummings, S.R.2    Smith-Bindman, R.3    Ichikawa, L.4    Barlow, W.E.5    Kerlikowske, K.6
  • 23
    • 34547459053 scopus 로고    scopus 로고
    • Health related quality of life in different states of breast cancer
    • DOI 10.1007/s11136-007-9202-8
    • Lidgren M, Wilking N, Jonsson B, Rehnberg C (2007) Health related quality of life in different states of breast cancer. Qual Life Res 16: 1073-1081. (Pubitemid 47174889)
    • (2007) Quality of Life Research , vol.16 , Issue.6 , pp. 1073-1081
    • Lidgren, M.1    Wilking, N.2    Jonsson, B.3    Rehnberg, C.4
  • 24
    • 36549040026 scopus 로고    scopus 로고
    • Effects of study methods and biases on estimates of invasive breast cancer overdetection with mammography screening: A systematic review
    • DOI 10.1016/S1470-2045(07)70380-7, PII S1470204507703807
    • Biesheuvel C, Barratt A, Howard K, Houssami N, Irwig L (2007) Effects of study methods and biases on estimates of invasive breast cancer overdetection with mammography screening: a systematic review. Lancet Oncol 8: 1129-1138. (Pubitemid 350182969)
    • (2007) Lancet Oncology , vol.8 , Issue.12 , pp. 1129-1138
    • Biesheuvel, C.1    Barratt, A.2    Howard, K.3    Houssami, N.4    Irwig, L.5
  • 25
    • 69849106592 scopus 로고    scopus 로고
    • Overdiagnosis and overtreatment of breast cancer: Microsimulation modelling estimates based on observed screen and clinical data
    • de Koning HJ, Draisma G, Fracheboud J, de Bruijn A (2006) Overdiagnosis and overtreatment of breast cancer: microsimulation modelling estimates based on observed screen and clinical data. Breast Cancer Res 8: 202.
    • (2006) Breast Cancer Res , vol.8 , pp. 202
    • De Koning, H.J.1    Draisma, G.2    Fracheboud, J.3    De Bruijn, A.4
  • 26
    • 77950690422 scopus 로고    scopus 로고
    • Estimates of overdiagnosis of invasive breast cancer associated with screening mammography
    • Morrell S, Barratt A, Irwig L, Howard K, Biesheuvel C, et al. (2009) Estimates of overdiagnosis of invasive breast cancer associated with screening mammography. Cancer Causes Control (21): 275-282.
    • (2009) Cancer Causes Control , Issue.21 , pp. 275-282
    • Morrell, S.1    Barratt, A.2    Irwig, L.3    Howard, K.4    Biesheuvel, C.5
  • 27
    • 33645513485 scopus 로고    scopus 로고
    • Rate of overdiagnosis of breast cancer 15 years after end of Malmo mammographic screening trial: Follow-up study
    • Zackrisson S, Andersson I, Janzon L, Manjer J, Garne JP (2006) Rate of overdiagnosis of breast cancer 15 years after end of Malmo mammographic screening trial: follow-up study. BMJ 332: 689-692.
    • (2006) BMJ , vol.332 , pp. 689-692
    • Zackrisson, S.1    Andersson, I.2    Janzon, L.3    Manjer, J.4    Garne, J.P.5
  • 28
    • 56749174834 scopus 로고    scopus 로고
    • The natural history of invasive breast cancers detected by screening mammography
    • Zahl PH, Maehlen J, Welch HG (2008) The natural history of invasive breast cancers detected by screening mammography. Arch Intern Med 168: 2311-6.
    • (2008) Arch Intern Med , vol.168 , pp. 2311-2316
    • Zahl, P.H.1    Maehlen, J.2    Welch, H.G.3
  • 29
    • 58149357245 scopus 로고    scopus 로고
    • Dissemination of periodic mammography and patterns of use, by birth cohort, in Catalonia (Spain)
    • Rue M, Carles M, Vilaprinyo E, Martinez-Alonso M, Espinas JA, et al. (2008) Dissemination of periodic mammography and patterns of use, by birth cohort, in Catalonia (Spain). BMC Cancer 8: 336.
    • (2008) BMC Cancer , vol.8 , pp. 336
    • Rue, M.1    Carles, M.2    Vilaprinyo, E.3    Martinez-Alonso, M.4    Espinas, J.A.5
  • 30
    • 79951806388 scopus 로고    scopus 로고
    • The evolution of breast cancer mortality and the dissemination of mammography in Catalonia: An analysis by health region
    • Perez MJ, Gregori A, Carles M, Gispert R, Martinez-Alonso M, et al. (2010) The evolution of breast cancer mortality and the dissemination of mammography in Catalonia: an analysis by health region. Rev Esp Salud Publica 84: 691-703.
    • (2010) Rev Esp Salud Publica , vol.84 , pp. 691-703
    • Perez, M.J.1    Gregori, A.2    Carles, M.3    Gispert, R.4    Martinez-Alonso, M.5
  • 31
    • 4944221003 scopus 로고    scopus 로고
    • Incidence of invasive breast cancer and ductal carcinoma in situ in a screening program by age: Should older women continue screening?
    • Erbas B, Amos A, Fletcher A, Kavanagh AM, Gertig DM (2004) Incidence of invasive breast cancer and ductal carcinoma in situ in a screening program by age: should older women continue screening? Cancer Epidemiol Biomarkers Prev 13: 1569-1573. (Pubitemid 39331876)
    • (2004) Cancer Epidemiology Biomarkers and Prevention , vol.13 , Issue.10 , pp. 1569-1573
    • Erbas, B.1    Amos, A.2    Fletcher, A.3    Kavanagh, A.M.4    Gertig, D.M.5
  • 34
    • 84869083222 scopus 로고    scopus 로고
    • The benefits and harms of breast cancer screening: An independent review
    • Independent UK Panel on Breast Cancer Screening
    • Independent UK Panel on Breast Cancer Screening (2012) The benefits and harms of breast cancer screening: an independent review. Lancet 380: 1778-1786.
    • (2012) Lancet , vol.380 , pp. 1778-1786
  • 35
    • 84868145145 scopus 로고    scopus 로고
    • Summary of the evidence of breast cancer service screening outcomes in Europe and first estimate of the benefit and harm balance sheet
    • EuroscreenWorking Group
    • Paci E, EuroscreenWorking Group (2012) Summary of the evidence of breast cancer service screening outcomes in Europe and first estimate of the benefit and harm balance sheet. J Med Screen 19 Suppl 1: 5-13.
    • (2012) J Med Screen , vol.19 , Issue.SUPPL. 1 , pp. 5-13
    • Paci, E.1
  • 36
    • 78049485263 scopus 로고    scopus 로고
    • Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008
    • Ferlay J, Shin HR, Bray F, Forman D, Mathers C, et al. (2010) Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int J Cancer 127: 2893-2917.
    • (2010) Int J Cancer , vol.127 , pp. 2893-2917
    • Ferlay, J.1    Shin, H.R.2    Bray, F.3    Forman, D.4    Mathers, C.5
  • 37
    • 67549129243 scopus 로고    scopus 로고
    • Analysis of cancer incidence, survival and mortality according to the main tumoral localizations, 1985-2019: Breast cancer
    • Barc
    • Izquierdo A, Gispert R, Saladie F, Espinas JA (2008) Analysis of cancer incidence, survival and mortality according to the main tumoral localizations, 1985-2019: Breast cancer. Med Clin (Barc) 131 Suppl 1: 50-52.
    • (2008) Med Clin , vol.131 , Issue.SUPPL. 1 , pp. 50-52
    • Izquierdo, A.1    Gispert, R.2    Saladie, F.3    Espinas, J.A.4
  • 38
    • 84868249309 scopus 로고    scopus 로고
    • A POMDP Approach to Personalize Mammography Screening Decisions
    • Ayer T, Alagoz O, Stout N (2012) A POMDP Approach to Personalize Mammography Screening Decisions. Operations Research 60: 1019-1034.
    • (2012) Operations Research , vol.60 , pp. 1019-1034
    • Ayer, T.1    Alagoz, O.2    Stout, N.3
  • 39
    • 0034927893 scopus 로고    scopus 로고
    • Radiological peer review of interval cancers in the East Anglian breast screening programme: What are we missing?
    • DOI 10.1136/jms.8.2.77
    • McCann J, Britton PD, Warren RM, Hunnam G (2001) Radiological peer review of interval cancers in the East Anglian breast screening programme: what are we missing? East Anglian Breast Screening Programme. J Med Screen 8: 77-85. (Pubitemid 32664888)
    • (2001) Journal of Medical Screening , vol.8 , Issue.2 , pp. 77-85
    • McCann, J.1    Britton, P.D.2    Warren, R.M.L.3    Hunnam, G.4
  • 40
    • 77955714032 scopus 로고    scopus 로고
    • Phenotypic characterization and risk factors for interval breast cancers in a population-based breast cancer screening program in Barcelona, Spain
    • Domingo L, Sala M, Servitja S, Corominas JM, Ferrer F, et al. (2010) Phenotypic characterization and risk factors for interval breast cancers in a population-based breast cancer screening program in Barcelona, Spain. Cancer Causes Control 21: 1155-1164.
    • (2010) Cancer Causes Control , vol.21 , pp. 1155-1164
    • Domingo, L.1    Sala, M.2    Servitja, S.3    Corominas, J.M.4    Ferrer, F.5
  • 41
    • 79959722978 scopus 로고    scopus 로고
    • Tumor characteristics associated with mammographic detection of breast cancer in the ontario breast screening program
    • Kirsh VA, Chiarelli AM, Edwards SA, O'Malley FP, Shumak RS, et al. (2011) Tumor characteristics associated with mammographic detection of breast cancer in the ontario breast screening program. J Natl Cancer Inst 103: 942-950.
    • (2011) J Natl Cancer Inst , vol.103 , pp. 942-950
    • Kirsh, V.A.1    Chiarelli, A.M.2    Edwards, S.A.3    O'Malley, F.P.4    Shumak, R.S.5
  • 42
    • 0034610318 scopus 로고    scopus 로고
    • Performance of screening mammography among women with and without a first-degree relative with breast cancer
    • Kerlikowske K, Carney PA, Geller B, Mandelson MT, Taplin SH, et al. (2000) Performance of screening mammography among women with and without a first-degree relative with breast cancer. Ann Intern Med 133: 855-863.
    • (2000) Ann Intern Med , vol.133 , pp. 855-863
    • Kerlikowske, K.1    Carney, P.A.2    Geller, B.3    Mandelson, M.T.4    Taplin, S.H.5
  • 45
    • 77950134714 scopus 로고    scopus 로고
    • Breast cancer screening results 5 years after introduction of digital mammography in a population-based screening program
    • Karssemeijer N, Bluekens AM, Beijerinck D, Deurenberg JJ, Beekman M, et al. (2009) Breast cancer screening results 5 years after introduction of digital mammography in a population-based screening program. Radiology 253: 353-358.
    • (2009) Radiology , vol.253 , pp. 353-358
    • Karssemeijer, N.1    Bluekens, A.M.2    Beijerinck, D.3    Deurenberg, J.J.4    Beekman, M.5
  • 46
    • 79960063524 scopus 로고    scopus 로고
    • To screen or not to screen women in their 40s for breast cancer: Is personalized risk-based screening the answer?
    • Mandelblatt JS, Stout N, Trentham-Dietz A (2011) To screen or not to screen women in their 40s for breast cancer: is personalized risk-based screening the answer? Ann Intern Med 155: 58-60.
    • (2011) Ann Intern Med , vol.155 , pp. 58-60
    • Mandelblatt, J.S.1    Stout, N.2    Trentham-Dietz, A.3
  • 47
    • 84895432070 scopus 로고    scopus 로고
    • (no date) The PROCAS Study website. Available: Accessed 2013 Dec 21
    • National Health Service (no date) The PROCAS Study website. Available: http://www.uhsm.nhs.uk/research/Pages/PROCASstudy.aspx. Accessed 2013 Dec 21.
  • 48
    • 84895468254 scopus 로고    scopus 로고
    • Karolinska Institutet (no date) Karolinska Mammography Project for Risk Prediction of Breast Cancer website. Available: Accessed 2013 Dec 21
    • Karolinska Institutet (no date) Karolinska Mammography Project for Risk Prediction of Breast Cancer website. Available: http://karmastudy.org/. Accessed 2013 Dec 21.
  • 49
    • 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, et al. (2012) Breast cancer risk prediction and individualised screening based on common genetic variation and breast density measurement. Breast Cancer Res 14: R25.
    • (2012) Breast Cancer Res , vol.14
    • Darabi, H.1    Czene, K.2    Zhao, W.3    Liu, J.4    Hall, P.5
  • 50
    • 84864356747 scopus 로고    scopus 로고
    • High-throughput mammographicdensity measurement: A tool for risk prediction of breast cancer
    • Li J, Szekely L, Eriksson L, Heddson B, Sundbom A, et al. (2012) High-throughput mammographicdensity measurement: a tool for risk prediction of breast cancer. Breast Cancer Res 14: R114.
    • (2012) Breast Cancer Res , vol.14
    • Li, J.1    Szekely, L.2    Eriksson, L.3    Heddson, B.4    Sundbom, A.5
  • 51
    • 84895484195 scopus 로고    scopus 로고
    • National Cancer Institute (no date) website. Available: Accessed 2013 Dec 21
    • National Cancer Institute (no date) Cancer Control Research website. Available: http://cancercontrol.cancer.gov/grants/abstract.asp?applid = 8223497. Accessed 2013 Dec 21.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.