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Volumn 26, Issue 3, 2017, Pages 294-302

Comparison of Breast Cancer Risk Predictive Models and Screening Strategies for Chinese Women

Author keywords

artificial neural network; breast cancer; mammography; risk assessment; screening

Indexed keywords

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; BREAST BIOPSY; BREAST CANCER; CANCER RISK; CANCER SCREENING; CHINESE; COST EFFECTIVENESS ANALYSIS; CROSS-SECTIONAL STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; FEMALE; FIRST-DEGREE RELATIVE; FOLLOW UP; GAIL MODEL; GROUPS BY AGE; HIGH RISK POPULATION; HUMAN; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MAMMOGRAPHY; MAMMOGRAPHY SYSTEM; MATHEMATICAL MODEL; PATIENT SELECTION; PREDICTIVE VALUE; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; YOUDEN INDEX; AGE; BODY MASS; BREAST NEOPLASMS; CHINA; COST BENEFIT ANALYSIS; EARLY CANCER DIAGNOSIS; MASS SCREENING; MIDDLE AGED; PROCEDURES; REPRODUCTIVE HISTORY; RISK FACTOR; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; THEORETICAL MODEL;

EID: 85015734396     PISSN: 15409996     EISSN: 1931843X     Source Type: Journal    
DOI: 10.1089/jwh.2015.5692     Document Type: Article
Times cited : (4)

References (46)
  • 2
    • 84905646770 scopus 로고    scopus 로고
    • Report of cancer incidence and mortality in China 2010
    • Cheng WQ, Zhang SW, Zeng HM. Report of cancer incidence and mortality in China 2010. China Cancer 2014; 23:1-10.
    • (2014) China Cancer , vol.23 , pp. 1-10
    • Cheng, W.Q.1    Zhang, S.W.2    Zeng, H.M.3
  • 3
    • 80052029425 scopus 로고    scopus 로고
    • A nation-wide multicenter 10-year (1999-2008) retrospective clinical epidemiological study of female breast cancer in China
    • Li J, Zhang BN, Fan JH, Pang Y, Zhang P, Wang SL, et al. A nation-wide multicenter 10-year (1999-2008) retrospective clinical epidemiological study of female breast cancer in China. BMC Cancer 2011;11:364.
    • (2011) BMC Cancer , vol.11 , pp. 364
    • Li, J.1    Zhang, B.N.2    Fan, J.H.3    Pang, Y.4    Zhang, P.5    Wang, S.L.6
  • 4
    • 84921511496 scopus 로고    scopus 로고
    • Age of diagnosis of breast cancer in China: Almost 10 years earlier than in the United States and the European union
    • Song QK, Li J, Huang R, Fan J, Zheng R, Zhang B. Age of diagnosis of breast cancer in china: Almost 10 years earlier than in the United States and the European union. Asian Pac J Cancer Prev 2014;15:10021-10025.
    • (2014) Asian Pac J Cancer Prev , vol.15 , pp. 10021-10025
    • Song, Q.K.1    Li, J.2    Huang, R.3    Fan, J.4    Zheng, R.5    Zhang, B.6
  • 5
    • 0031729864 scopus 로고    scopus 로고
    • Breast cancer screening programmes in 22 countries: Current policies, administration and guidelines International Breast Cancer Screening Network (IBSN) and the European Network of Pilot Projects for Breast Cancer Screening
    • Shapiro S, Coleman EA, Broeders M, Codd M, de Koning H, Fracheboud J, et al. Breast cancer screening programmes in 22 countries: Current policies, administration and guidelines. International Breast Cancer Screening Network (IBSN) and the European Network of Pilot Projects for Breast Cancer Screening. Int J Epidemiol 1998;27:735-742.
    • (1998) J Epidemiol , vol.27 , pp. 735-742
    • Shapiro, S.1    Coleman, E.A.2    Broeders, M.3    Codd, M.4    De Koning, H.5    Fracheboud, J.6
  • 6
    • 0037015185 scopus 로고    scopus 로고
    • Breast cancer screening: A summary of the evidence for the U.S. Preventive Services Task Force
    • Humphrey LL, Helfand M, Chan BK, Woolf SH. Breast cancer screening: A summary of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med 2002;137: 347-360.
    • (2002) Ann Intern Med , vol.137 , pp. 347-360
    • Humphrey, L.L.1    Helfand, M.2    Chan, B.K.3    Woolf, S.H.4
  • 7
    • 58949100006 scopus 로고    scopus 로고
    • Screening ultrasonography revealed 15% of mammographically occult breast cancers
    • Uchida K, Yamashita A, Kawase K, Kamiya K. Screening ultrasonography revealed 15% of mammographically occult breast cancers. Breast Cancer 2008;15:165-168.
    • (2008) Breast Cancer , vol.15 , pp. 165-168
    • Uchida, K.1    Yamashita, A.2    Kawase, K.3    Kamiya, K.4
  • 8
    • 84875742710 scopus 로고    scopus 로고
    • Combined performance of physical examination, mammography, and ultrasonography for breast cancer screening among Chinese women: A follow-up study
    • Huang Y, Kang M, Li H, Li JY, Zhang JY, Liu LH, et al. Combined performance of physical examination, mammography, and ultrasonography for breast cancer screening among Chinese women: A follow-up study. Curr Oncol 2012; 19:22-30.
    • (2012) Curr Oncol , vol.19 , pp. 22-30
    • Huang, Y.1    Kang, M.2    Li, H.3    Li, J.Y.4    Zhang, J.Y.5    Liu, L.H.6
  • 9
    • 34547866691 scopus 로고    scopus 로고
    • Cost effectiveness of mammography screening for Chinese women
    • Wong IO, Kuntz KM, Cowling BJ, Lam CL, Leung GM. Cost effectiveness of mammography screening for Chinese women. Cancer 2007;110:885-895.
    • (2007) Cancer , vol.110 , pp. 885-895
    • Wong, I.O.1    Kuntz, K.M.2    Cowling, B.J.3    Lam, C.L.4    Leung, G.M.5
  • 10
    • 0036828134 scopus 로고    scopus 로고
    • Will screening mammography in the East do more harm than good
    • Leung GM, Lam T.H, Thach TQ, Hedley AJ. Will screening mammography in the East do more harm than good? Am J Public Health 2002;92:1841-1846.
    • (2002) Am J Public Health , vol.92 , pp. 1841-1846
    • Leung, G.M.1    Lam, T.H.2    Thach, T.Q.3    Hedley, A.J.4
  • 11
    • 40449138003 scopus 로고    scopus 로고
    • Breast cancer risk-assessment models
    • Evans DG, Howell A. Breast cancer risk-assessment models. Breast Cancer Res 2007;9:213.
    • (2007) Breast Cancer Res , vol.9 , pp. 213
    • Evans, D.G.1    Howell, A.2
  • 12
    • 77952917993 scopus 로고    scopus 로고
    • Assessing women at high risk of breast cancer: A review of risk assessment models
    • Amir E, Freedman OC, Seruga B, Evans DG. Assessing women at high risk of breast cancer: A review of risk assessment models. J Natl Cancer Inst 2010;102:680.
    • (2010) J Natl Cancer Inst , vol.102 , pp. 680
    • Amir, E.1    Freedman, O.C.2    Seruga, B.3    Evans, D.G.4
  • 13
    • 0024801278 scopus 로고
    • Projecting individualized probabilities of developing breast cancer for white females who are being examined annually
    • Gail MH, Brinton LA, Byar DP, Corle DK, Green SB, Schairer C, et al. Projecting individualized probabilities of developing breast cancer for white females who are being examined annually. J Natl Cancer Inst 1989;81:1879-1886.
    • (1989) J Natl Cancer Inst , vol.81 , pp. 1879-1886
    • Gail, M.H.1    Brinton, L.A.2    Byar, D.P.3    Corle, D.K.4    Green, S.B.5    Schairer, C.6
  • 14
    • 33646815890 scopus 로고    scopus 로고
    • BRCA1 and BRCA2 mutation predictions using the BOADICEA and BRCAPRO models and penetrance estimation in high-risk French-Canadian families
    • Antoniou AC, Durocher F, Smith P, Simard J, Easton DF. BRCA1 and BRCA2 mutation predictions using the BOADICEA and BRCAPRO models and penetrance estimation in high-risk French-Canadian families. Breast Cancer Res 2006;8:R3.
    • (2006) Breast Cancer Res , vol.8 , pp. R3
    • Antoniou, A.C.1    Durocher, F.2    Smith, P.3    Simard, J.4    Easton, D.F.5
  • 17
    • 85015796260 scopus 로고    scopus 로고
    • Preliminary study on risk assessment model of breast cancer in Shanghai
    • (in Chinese)
    • Li ZD, Cheng XL, Fu Y, Jiang PQ, Zhuang ZG. Preliminary study on risk assessment model of breast cancer in Shanghai. Mod Oncol 2012;20:2293-2296 (in Chinese).
    • (2012) Mod Oncol , vol.20 , pp. 2293-2296
    • Li, Z.D.1    Cheng, X.L.2    Fu, Y.3    Jiang, P.Q.4    Zhuang, Z.G.5
  • 18
    • 85015737510 scopus 로고    scopus 로고
    • Preliminary study on risk evaluation model of breast cancer in Beijing and Guangdong
    • (in Chinese)
    • Pan XP, Jin X, Ding H, WANG Q, Liu L, Qi XD, et al. Preliminary study on risk evaluation model of breast cancer in Beijing and Guangdong. Mater Child Health Care China 2009;24:1469-1471 (in Chinese).
    • (2009) Mater Child Health Care China , vol.24 , pp. 1469-1471
    • Pan, X.P.1    Jin, X.2    Ding, H.3    Wang, Q.4    Liu, L.5    Qi, X.D.6
  • 19
    • 84891899483 scopus 로고    scopus 로고
    • Risk factors for breast cancer among Chinese women: A 10-year nationwide multicenter cross-sectional study
    • Lee H, Li JY, Fan Jh, Li J, Huang R, Zhang BN. Risk factors for breast cancer among Chinese women: A 10-year nationwide multicenter cross-sectional study. J Epidemiol 2014;24:67-76.
    • (2014) J Epidemiol , vol.24 , pp. 67-76
    • Lee, H.1    Li, J.Y.2    Jh, F.3    Li, J.4    Huang, R.5    Zhang, B.N.6
  • 20
    • 79960945499 scopus 로고    scopus 로고
    • Soy isoflavones, CYP1A1, CYP1B1, and COMT polymorphisms, and breast cancer: A case-control study in southwestern China
    • Wang Q, Li H, Tao P, Wang YP, Yuan P, Yang CX, et al. Soy isoflavones, CYP1A1, CYP1B1, and COMT polymorphisms, and breast cancer: A case-control study in southwestern China. DNA Cell Biol 2011;30:585-595.
    • (2011) DNA Cell Biol , vol.30 , pp. 585-595
    • Wang, Q.1    Li, H.2    Tao, P.3    Wang, Y.P.4    Yuan, P.5    Yang, C.X.6
  • 22
    • 6344243662 scopus 로고    scopus 로고
    • The positive predictive value of the breast imaging reporting and data system (BIRADS) as a method of quality assessment in breast imaging in a hospital population
    • Zonderland HM, Pope TL, Nieborg AJ. The positive predictive value of the breast imaging reporting and data system (BIRADS) as a method of quality assessment in breast imaging in a hospital population. Eur Radiol 2004;14:1743-1750.
    • (2004) Eur Radiol , vol.14 , pp. 1743-1750
    • Zonderland, H.M.1    Pope, T.L.2    Nieborg, A.J.3
  • 23
    • 84881095384 scopus 로고    scopus 로고
    • Comparison of prediction model for cardiovascular autonomic dysfunction using artificial neural network and logistic regression analysis
    • Tang ZH, Liu J, Zeng F, Lam T. Comparison of prediction model for cardiovascular autonomic dysfunction using artificial neural network and logistic regression analysis. PLoS One 2013;8:e70571.
    • (2013) PLoS One , vol.8 , pp. e70571
    • Tang, Z.H.1    Liu, J.2    Zeng, F.3    Lam, T.4
  • 24
    • 84901368178 scopus 로고    scopus 로고
    • An artificial neural network estimation of gait balance control in the elderly using clinical evaluations
    • Lugade V, Lin V, Farley A, Chou LS. An artificial neural network estimation of gait balance control in the elderly using clinical evaluations. PLoS One 2014;9:e97595.
    • (2014) PLoS One , vol.9 , pp. e97595
    • Lugade, V.1    Lin, V.2    Farley, A.3    Chou, L.S.4
  • 25
    • 84863113467 scopus 로고    scopus 로고
    • Incidence and mortality of female breast cancer in China-A report from 32 Chinese cancer registries, 2003-2007
    • (in Chinese)
    • Huang ZZ, Chen WQ, Wu CX, Zheng RS, Chen JG, Yang NN, et al. Incidence and mortality of female breast cancer in China-a report from 32 Chinese cancer registries, 2003-2007. Tumor 2012;32:435-439 (in Chinese).
    • (2012) Tumor , vol.32 , pp. 435-439
    • Huang, Z.Z.1    Chen, W.Q.2    Wu, C.X.3    Zheng, R.S.4    Chen, J.G.5    Yang, N.N.6
  • 26
    • 84970846412 scopus 로고
    • Diagnostic tests 2: Predictive values
    • Altman DG, Bland JM. Diagnostic tests 2: Predictive values. BMJ 1994;309:102.
    • (1994) BMJ , vol.309 , pp. 102
    • Altman, D.G.1    Bland, J.M.2
  • 27
    • 0035085449 scopus 로고    scopus 로고
    • Molecular significance of excess body weight in postmenopausal breast cancer patients, in relation to expression of insulin-like growth factor i receptor and insulin-like growth factor II genes
    • Suga K, Imai K, Eguchi H, Hayashi S, Higashi Y, Nakachi K. Molecular significance of excess body weight in postmenopausal breast cancer patients, in relation to expression of insulin-like growth factor I receptor and insulin-like growth factor II genes. Jpn J Cancer Res 2001;92:127-134.
    • (2001) Jpn J Cancer Res , vol.92 , pp. 127-134
    • Suga, K.1    Imai, K.2    Eguchi, H.3    Hayashi, S.4    Higashi, Y.5    Nakachi, K.6
  • 28
    • 84865265252 scopus 로고    scopus 로고
    • Risk factors of breast cancer in Asian women: A meta-analysis
    • (in Chinese)
    • Tao P, Hu YY, Huang Y, Li JY. Risk factors of breast cancer in Asian women: A meta-analysis. Chin J Epidemiol 2011;32:164-169 (in Chinese).
    • (2011) Chin J Epidemiol , vol.32 , pp. 164-169
    • Tao, P.1    Hu, Y.Y.2    Huang, Y.3    Li, J.Y.4
  • 31
    • 84929838884 scopus 로고    scopus 로고
    • Estrogen metabolites and breast cancer
    • Santen RJ, Yue W, Wang JP. Estrogen metabolites and breast cancer. Steroids 2015;99:61-66.
    • (2015) Steroids , vol.99 , pp. 61-66
    • Santen, R.J.1    Yue, W.2    Wang, J.P.3
  • 33
    • 84876523037 scopus 로고    scopus 로고
    • Preadolescent and adolescent risk factors for benign breast disease
    • Frazier AL, Rosenberg SM. Preadolescent and adolescent risk factors for benign breast disease. J Adolesc Health 2013;52:S36-S40.
    • (2013) J Adolesc Health , vol.52 , pp. S36-S40
    • Frazier, A.L.1    Rosenberg, S.M.2
  • 34
    • 52449099268 scopus 로고    scopus 로고
    • History of benign breast disease and risk of breast cancer among women in China: A case-control study
    • Dorjgochoo T, Deming SL, Gao YT, Lu W, Zheng Y, Ruan ZX, et al. History of benign breast disease and risk of breast cancer among women in China: A case-control study. Cancer Causes Control 2008;18:819-828.
    • (2008) Cancer Causes Control , vol.18 , pp. 819-828
    • Dorjgochoo, T.1    Deming, S.L.2    Gao, Y.T.3    Lu, W.4    Zheng, Y.5    Ruan, Z.X.6
  • 36
    • 84896367648 scopus 로고    scopus 로고
    • Exogenous hormonal regulation in breast cancer cells by phytoestrogens and endocrine disruptors
    • Albini A, Rosano C, Angelini G, Amaro A, Esposito AI, Maramotti S, et al. Exogenous hormonal regulation in breast cancer cells by phytoestrogens and endocrine disruptors. Curr Med Chem 2014;21:1129-1145.
    • (2014) Curr Med Chem , vol.21 , pp. 1129-1145
    • Albini, A.1    Rosano, C.2    Angelini, G.3    Amaro, A.4    Esposito, A.I.5    Maramotti, S.6
  • 37
    • 0034662320 scopus 로고    scopus 로고
    • Association of menstrual and reproductive factors with breast cancer risk: Results from the Shanghai Breast Cancer Study
    • Gao YT, Shu XO, Dai Q, Potter JD, Brinton LA, Wen W, et al. Association of menstrual and reproductive factors with breast cancer risk: Results from the Shanghai Breast Cancer Study. Int J Cancer 2000;87:295-300.
    • (2000) J Cancer , vol.87 , pp. 295-300
    • Gao, Y.T.1    Shu, X.O.2    Dai, Q.3    Potter, J.D.4    Brinton, L.A.5    Wen, W.6
  • 38
    • 84864886235 scopus 로고    scopus 로고
    • Abortions and breast cancer risk in premenopausal and postmenopausal women in Jiangsu Province of China
    • Jiang AR, Gao CM, Ding JH, Li SP, Liu YT, Cao HX, et al. Abortions and breast cancer risk in premenopausal and postmenopausal women in Jiangsu Province of China. Asian Pac J Cancer Prev 2012;13:33-35.
    • (2012) Asian Pac J Cancer Prev , vol.13 , pp. 33-35
    • Jiang, A.R.1    Gao, C.M.2    Ding, J.H.3    Li, S.P.4    Liu, Y.T.5    Cao, H.X.6
  • 39
    • 38949126980 scopus 로고    scopus 로고
    • What are artificial neural networks
    • Anders K. What are artificial neural networks. Nat Biotechnol 2008;26:195-197.
    • (2008) Nat Biotechnol , vol.26 , pp. 195-197
    • Anders, K.1
  • 40
    • 77950117039 scopus 로고    scopus 로고
    • Informatics in radiology: Comparison of logistic regression and artificial neural network models in breast cancer risk estimation
    • Ayer T, Chhatwal J, Alagoz O, Kahn CE, Jr., Woods RW, Burnside ES. Informatics in radiology: Comparison of logistic regression and artificial neural network models in breast cancer risk estimation. Radiographics 2010;30: 13-22.
    • (2010) Radiographics , vol.30 , pp. 13-22
    • Ayer, T.1    Chhatwal, J.2    Alagoz, O.3    Kahn, C.E.4    Woods, R.W.5    Burnside, E.S.6
  • 41
    • 73349102512 scopus 로고    scopus 로고
    • The application of artificial neural networks to predict individual risk of essential hypertension
    • (in Chinese)
    • Zhou SH, Nie SF, Wang CJ, Wei S, Xu YH, Li XH, et al. The application of artificial neural networks to predict individual risk of essential hypertension. Chin J Epidemiol 2008;29:614-617 (in Chinese).
    • (2008) Chin J Epidemiol , vol.29 , pp. 614-617
    • Zhou, S.H.1    Nie, S.F.2    Wang, C.J.3    Wei, S.4    Xu, Y.H.5    Li, X.H.6
  • 42
    • 85015727417 scopus 로고    scopus 로고
    • Evaluation on effect of two screening models for diabetes
    • (in Chinese)
    • Liu Y, Li R, Huang J, Zhao W. Evaluation on effect of two screening models for diabetes. J Environ Occup Med 2010;27:127-130 (in Chinese).
    • (2010) J Environ Occup Med , vol.27 , pp. 127-130
    • Liu, Y.1    Li, R.2    Huang, J.3    Zhao, W.4
  • 43
    • 84871689557 scopus 로고    scopus 로고
    • Artificial neural network for prediction of distant metastasis in colorectal cancer
    • Biglarian A, Bakhshi E, Gohari MR, Khodabakhshi R. Artificial neural network for prediction of distant metastasis in colorectal cancer. Asian Pac J Cancer Prev 2012;13:927-930.
    • (2012) Asian Pac J Cancer Prev , vol.13 , pp. 927-930
    • Biglarian, A.1    Bakhshi, E.2    Gohari, M.R.3    Khodabakhshi, R.4
  • 46
    • 0030297904 scopus 로고    scopus 로고
    • Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
    • Tu JV. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes. J Clin Epidemiol 1996;49:1225-1231.
    • (1996) J Clin Epidemiol , vol.49 , pp. 1225-1231
    • Tu, J.V.1


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