Mammographic Breast Density and the Gail Model for Breast Cancer Risk Prediction in a Screening Population

被引:0
作者
Jeffrey A. Tice
Steven R. Cummings
Elad Ziv
Karla Kerlikowske
机构
[1] University of California,Division of General Internal Medicine, Department of Medicine
[2] General Internal Medicine Section,Department of Veteran Affairs and Department of Epidemiology & Biostatistics
[3] University of California,Division of General Internal Medicine, Department of Medicine
[4] San Francisco Coordinating Center,undefined
[5] University of California,undefined
[6] San Francisco,undefined
来源
Breast Cancer Research and Treatment | 2005年 / 94卷
关键词
breast density; breast neoplasms; Gail model; mammography; predictive value of tests; risk assessment; statistical models;
D O I
暂无
中图分类号
学科分类号
摘要
Background. Estimating an individual woman’s absolute risk for breast cancer is essential for decision making about screening and preventive recommendations. Although the current standard, the Gail model, is well calibrated in populations, it performs poorly for individuals. Mammographic breast density (BD) may improve the predictive accuracy of the Gail model.
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页码:115 / 122
页数:7
相关论文
共 208 条
[11]  
Green SB(1997)Breast Cancer Surveillance Consortium: a national mammography screening and outcomes database Am J Roentgenol 169 1001-1008
[12]  
Schairer C(1998)Variability and accuracy in mammographic interpretation using the American College of Radiology Breast Imaging Reporting and Data System J Natl Cancer Inst 90 1801-1809
[13]  
Mulvihill JJ(1996)Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors Stat Med 15 361-387
[14]  
Costantino JP(1988)Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach Biometrics 44 837-845
[15]  
Gail MH(2003)Individual and combined effects of age, breast density, and hormone replacement therapy use on the accuracy of screening mammography Ann Intern Med 138 168-175
[16]  
Pee D(1996)Effect of age, breast density, and family history on the sensitivity of first screening mammography JAMA 276 33-38
[17]  
Anderson S(1998)Favorable change in mammographic parenchymal patterns and breast cancer risk factors Int J Cancer 78 410-414
[18]  
Redmond CK(2000)Association of mammographically defined percent breast density with epidemiologic risk factors for breast cancer (United States) Cancer Causes Control 11 653-662
[19]  
Benichou J(2003)Breast density and breast cancer risk factors in a high-risk population Breast 12 10-16
[20]  
Wieand HS(2000)Reproductive and hormonal factors associated with mammographic breast density by age (United States) Cancer Causes Control 11 955-963