메뉴 건너뛰기




Volumn 192, Issue 4, 2009, Pages 1117-1127

A logistic regression model based on the national mammography database format to aid breast cancer diagnosis

Author keywords

Logistic regression; Mammography; National mammography database; Risk prediction

Indexed keywords

ADULT; AGED; ARTICLE; BREAST CANCER; CANCER DIAGNOSIS; CANCER REGISTRY; CANCER RISK; CLINICAL FEATURE; DATA BASE; DECISION MAKING; DEMOGRAPHY; DIAGNOSTIC VALUE; FEMALE; HUMAN; LOGISTIC REGRESSION ANALYSIS; MAJOR CLINICAL STUDY; MAMMOGRAPHY; NATIONAL HEALTH ORGANIZATION; OUTCOME ASSESSMENT; PRIORITY JOURNAL; RADIOLOGIST; SENSITIVITY AND SPECIFICITY;

EID: 63849134851     PISSN: 0361803X     EISSN: None     Source Type: Journal    
DOI: 10.2214/AJR.07.3345     Document Type: Article
Times cited : (67)

References (44)
  • 1
    • 0026557868 scopus 로고
    • The positive predictive value of mammography
    • Kopans DB. The positive predictive value of mammography. AJR 1992; 158:521-526
    • (1992) AJR , vol.158 , pp. 521-526
    • Kopans, D.B.1
  • 2
    • 11444270994 scopus 로고    scopus 로고
    • Accuracy of screening mammography interpretation by characteristics of radiologists
    • Barlow WE, Chi C, Carney PA, et al. Accuracy of screening mammography interpretation by characteristics of radiologists. J Natl Cancer Inst 2004; 96:1840-1850
    • (2004) J Natl Cancer Inst , vol.96 , pp. 1840-1850
    • Barlow, W.E.1    Chi, C.2    Carney, P.A.3
  • 3
    • 0032477348 scopus 로고    scopus 로고
    • Variability and accuracy in mammographic interpretation using the American College of Radiology Breast Imaging Reporting and Data Systems
    • Kerlikowske K, Grady D, Barclay J, et al. Variability and accuracy in mammographic interpretation using the American College of Radiology Breast Imaging Reporting and Data Systems. J Natl Cancer Inst 1998; 90:1801-1809
    • (1998) J Natl Cancer Inst , vol.90 , pp. 1801-1809
    • Kerlikowske, K.1    Grady, D.2    Barclay, J.3
  • 4
    • 0037130884 scopus 로고    scopus 로고
    • Screening mammograms by community radiologists: Variability in false-positive rates
    • Elmore JG, Miglioretti DL, Reisch LM, et al. Screening mammograms by community radiologists: variability in false-positive rates. J Natl Cancer Inst 2002; 94:1373-1380
    • (2002) J Natl Cancer Inst , vol.94 , pp. 1373-1380
    • Elmore, J.G.1    Miglioretti, D.L.2    Reisch, L.M.3
  • 5
    • 38449100044 scopus 로고    scopus 로고
    • Radiologist characteristics associated with inerpretive performance of diagnostic mammogra-phy
    • Miglioretti DL, Smith-Bindman R, Abraham L, et al. Radiologist characteristics associated with inerpretive performance of diagnostic mammogra-phy. J Natl Cancer Inst 2007; 99:1854-1863
    • (2007) J Natl Cancer Inst , vol.99 , pp. 1854-1863
    • Miglioretti, D.L.1    Smith-Bindman, R.2    Abraham, L.3
  • 6
    • 45849115392 scopus 로고    scopus 로고
    • Mam-mography facility characteristics associated with interpretive accuracy of screening mammogra-phy
    • Taplin S, Abraham L, Barlow WE, et al. Mam-mography facility characteristics associated with interpretive accuracy of screening mammogra-phy. J Natl Cancer Inst 2008; 100:876-887
    • (2008) J Natl Cancer Inst , vol.100 , pp. 876-887
    • Taplin, S.1    Abraham, L.2    Barlow, W.E.3
  • 7
    • 0034860859 scopus 로고    scopus 로고
    • Screening mammography with computer-aided detection: Prospective study of 12,860 patients in a community breast center
    • Freer TW, Ulissey MJ. Screening mammography with computer-aided detection: prospective study of 12,860 patients in a community breast center. Radiology 2001; 220:781-786
    • (2001) Radiology , vol.220 , pp. 781-786
    • Freer, T.W.1    Ulissey, M.J.2
  • 8
    • 33747130105 scopus 로고    scopus 로고
    • Improved cancer detection using computer-aided detection with diagnostic and screening mammography: Prospective study of 104 cancers
    • Dean JC, Ilvento CC. Improved cancer detection using computer-aided detection with diagnostic and screening mammography: prospective study of 104 cancers. AJR 2006; 187:20-28
    • (2006) AJR , vol.187 , pp. 20-28
    • Dean, J.C.1    Ilvento, C.C.2
  • 9
    • 32944481413 scopus 로고    scopus 로고
    • Impact of computer-aided detection in a regional screening mammography program
    • Cupples TE, Cunningham JE, Reynolds JC. Impact of computer-aided detection in a regional screening mammography program. AJR 2005; 185:944-950
    • (2005) AJR , vol.185 , pp. 944-950
    • Cupples, T.E.1    Cunningham, J.E.2    Reynolds, J.C.3
  • 10
    • 22544470854 scopus 로고    scopus 로고
    • Computer-aided detection with screening mammography in a university hospital setting 1
    • Birdwell RL, Bandodkar P, Ikeda DM. Computer-aided detection with screening mammography in a university hospital setting 1. Radiology 2005; 236:451-457
    • (2005) Radiology , vol.236 , pp. 451-457
    • Birdwell, R.L.1    Bandodkar, P.2    Ikeda, D.M.3
  • 11
    • 0029095797 scopus 로고
    • Breast cancer: Prediction with artificial neural network based on BI-RADS standardized lexicon
    • Baker JA, Kornguth PJ, Lo JY, Williford ME, Floyd CE Jr. Breast cancer: prediction with artificial neural network based on BI-RADS standardized lexicon. Radiology 1995; 196:817-822
    • (1995) Radiology , vol.196 , pp. 817-822
    • Baker, J.A.1    Kornguth, P.J.2    Lo, J.Y.3    Williford, M.E.4    Floyd Jr., C.E.5
  • 12
    • 0036732631 scopus 로고    scopus 로고
    • Development and evaluation of a case-based reasoning classifier for prediction of breast biopsy outcome with BI-RADS lexicon
    • Bilska-Wolak AO, Floyd CE Jr. Development and evaluation of a case-based reasoning classifier for prediction of breast biopsy outcome with BI-RADS lexicon. Med Phys 2002; 29:2090-2100
    • (2002) Med Phys , vol.29 , pp. 2090-2100
    • Bilska-Wolak, A.O.1    Floyd Jr., C.E.2
  • 13
    • 63349097174 scopus 로고    scopus 로고
    • Using a Bayesian network to predict the probability and type of breast cancer represented by microcalcifi-cations on mammography
    • Burnside ES, Rubin DL, Shachter RD. Using a Bayesian network to predict the probability and type of breast cancer represented by microcalcifi-cations on mammography. Stud Health Technol Inform 2004; 107(Pt 1):13-17
    • (2004) Stud Health Technol Inform , vol.107 , Issue.PART 1 , pp. 13-17
    • Burnside, E.S.1    Rubin, D.L.2    Shachter, R.D.3
  • 14
    • 11144265313 scopus 로고    scopus 로고
    • Bayesian networks of BI-RADS descriptors for breast lesion classification
    • Fischer EA, Lo JY, Markey MK. Bayesian networks of BI-RADS descriptors for breast lesion classification. Conf Proc IEEE Eng Med Biol Soc 2004; 4:3031-3034
    • (2004) Conf Proc IEEE Eng Med Biol Soc , vol.4 , pp. 3031-3034
    • Fischer, E.A.1    Lo, J.Y.2    Markey, M.K.3
  • 15
    • 0036240858 scopus 로고    scopus 로고
    • Differences between computer-aided diagnosis of breast masses and that of calcifications
    • Markey MK, Lo JY, Floyd CE. Differences between computer-aided diagnosis of breast masses and that of calcifications. Radiology 2002; 223: 489-493
    • (2002) Radiology , vol.223 , pp. 489-493
    • Markey, M.K.1    Lo, J.Y.2    Floyd, C.E.3
  • 16
    • 34447514175 scopus 로고    scopus 로고
    • Breast mass lesions: Computer-aided diagnosis models with mammo-graphic and sonographic descriptors
    • Jesneck JL, Lo JY, Baker JA. Breast mass lesions: computer-aided diagnosis models with mammo-graphic and sonographic descriptors. Radiology 2007; 244:390-398
    • (2007) Radiology , vol.244 , pp. 390-398
    • Jesneck, J.L.1    Lo, J.Y.2    Baker, J.A.3
  • 17
    • 0027979310 scopus 로고
    • Autosomal dominant inheritance of early-onset breast cancer: Implications for risk prediction
    • Claus EB, Risch N, Thompson WD. Autosomal dominant inheritance of early-onset breast cancer: implications for risk prediction. Cancer 1994; 73:643-651
    • (1994) Cancer , vol.73 , pp. 643-651
    • Claus, E.B.1    Risch, N.2    Thompson, W.D.3
  • 18
    • 0034669539 scopus 로고    scopus 로고
    • Cumulative risk of breast cancer to age 70 years according to risk factor status: Data from the Nurses' Health Study
    • Colditz GA, Rosner B. Cumulative risk of breast cancer to age 70 years according to risk factor status: data from the Nurses' Health Study. Am J Epidemiol 2000; 152:950-964
    • (2000) Am J Epidemiol , vol.152 , pp. 950-964
    • Colditz, G.A.1    Rosner, B.2
  • 19
    • 0024801278 scopus 로고
    • Projecting individualized probabilities of developing breast cancer for white females who are being examined annually
    • Gail MH, Brinton LA, Byar DP, 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
  • 20
    • 0025113278 scopus 로고
    • Revisions in the risk-based Breast Cancer Screening Program at Group Health Cooperative
    • Taplin SH, Thompson RS, Schnitzer F, Anderman C, Immanuel V. Revisions in the risk-based Breast Cancer Screening Program at Group Health Cooperative. Cancer 1990; 66:812-818
    • (1990) Cancer , vol.66 , pp. 812-818
    • Taplin, S.H.1    Thompson, R.S.2    Schnitzer, F.3    Anderman, C.4    Immanuel, V.5
  • 21
    • 33748692404 scopus 로고    scopus 로고
    • Prospective breast cancer risk prediction model for women undergoing screening mammography
    • Barlow WE, White E, Ballard-Barbash R, et al. Prospective breast cancer risk prediction model for women undergoing screening mammography. J Natl Cancer Inst 2006; 98: 1204-1214
    • (2006) J Natl Cancer Inst , vol.98 , pp. 1204-1214
    • Barlow, W.E.1    White, E.2    Ballard-Barbash, R.3
  • 22
    • 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, Kerlikowske K. Using clinical factors and mammographic breast density to estimate breast cancer risk: development and validation of a new predictive model. Ann Intern Med 2008; 148:337-347
    • (2008) Ann Intern Med , vol.148 , 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
  • 25
    • 20544434176 scopus 로고    scopus 로고
    • Cancer risk prediction models: A workshop on development, evaluation, and application
    • Freedman AN, Seminara D, Gail MH, et al. Cancer risk prediction models: a workshop on development, evaluation, and application. J Natl Cancer Inst 2005; 97:715-723
    • (2005) J Natl Cancer Inst , vol.97 , pp. 715-723
    • Freedman, A.N.1    Seminara, D.2    Gail, M.H.3
  • 26
    • 0029002184 scopus 로고
    • A proposal for a national mammography database: Content, purpose, and value
    • Osuch JR, Anthony M, Bassett LW, et al. A proposal for a national mammography database: content, purpose, and value. AJR 1995; 164:1329-1334
    • (1995) AJR , vol.164 , pp. 1329-1334
    • Osuch, J.R.1    Anthony, M.2    Bassett, L.W.3
  • 27
    • 0003783932 scopus 로고    scopus 로고
    • American College of Radiology, 3rd ed. Reston, VA: American College of Radiology
    • American College of Radiology. Breast Imaging Reporting and Data System(BI-RADS), 3rd ed. Reston, VA: American College of Radiology, 1998
    • (1998) Breast Imaging Reporting and Data System(BI-RADS)
  • 28
    • 6344252203 scopus 로고    scopus 로고
    • American College of Radiology, 4th ed. Reston, VA: American College of Radiology
    • American College of Radiology. Breast Imaging Reporting and Data System(BI-RADS), 4th ed. Reston, VA: American College of Radiology, 2004
    • (2004) Breast Imaging Reporting and Data System(BI-RADS)
  • 29
    • 0034832960 scopus 로고    scopus 로고
    • Logistic regression in the medical literature: Standards for use and reporting, with particular attention to one medical domain
    • Bagley SC, White H, Golomb BA. Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain. J Clin Epidemiol 2001; 54:979-985
    • (2001) J Clin Epidemiol , vol.54 , pp. 979-985
    • Bagley, S.C.1    White, H.2    Golomb, B.A.3
  • 30
    • 0142148024 scopus 로고    scopus 로고
    • Primer on multiple regression models for diagnostic imaging research
    • Gareen IF, Gatsonis C. Primer on multiple regression models for diagnostic imaging research. Radiology 2003; 229:305-310
    • (2003) Radiology , vol.229 , pp. 305-310
    • Gareen, I.F.1    Gatsonis, C.2
  • 32
    • 34548301106 scopus 로고    scopus 로고
    • A simulation study of sample size for multilevel logistic regression models
    • Moineddin R, Matheson FI, Glazier RH. A simulation study of sample size for multilevel logistic regression models. BMC Med Res Methodol 2007; 7:34
    • (2007) BMC Med Res Methodol , vol.7 , pp. 34
    • Moineddin, R.1    Matheson, F.I.2    Glazier, R.H.3
  • 33
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic(ROC) curve
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic(ROC) curve. Radiology 1982; 143:29-36
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 34
    • 0023710206 scopus 로고
    • Comparing the areas under two or more correlated receiver operating characteristic curves: A nonpara-metric approach
    • DeLong ER, DeLong D, Clarke-Pearson D. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonpara-metric approach. Biometrics 1988; 44:837-845
    • (1988) Biometrics , vol.44 , pp. 837-845
    • DeLong, E.R.1    DeLong, D.2    Clarke-Pearson, D.3
  • 35
    • 0032580320 scopus 로고    scopus 로고
    • Two-sided confidence intervals for the single proportion: Comparison of seven methods
    • Newcombe RG. Two-sided confidence intervals for the single proportion: comparison of seven methods. Stat Med 1998; 17:857-872
    • (1998) Stat Med , vol.17 , pp. 857-872
    • Newcombe, R.G.1
  • 37
    • 33747603683 scopus 로고    scopus 로고
    • Bayesian network to predict breast cancer risk of mammographic micro-calcifications and reduce number of benign biopsy results: Initial experience
    • Burnside ES, Rubin DL, Fine JP, Shachter RD,Sisney GA, Leung WK. Bayesian network to predict breast cancer risk of mammographic micro-calcifications and reduce number of benign biopsy results: initial experience. Radiology 2006; 240: 666-673
    • (2006) Radiology , vol.240 , pp. 666-673
    • Burnside, E.S.1    Rubin, D.L.2    Fine, J.P.3    Shachter, R.D.4    Sisney, G.A.5    Leung, W.K.6
  • 38
    • 0031830778 scopus 로고    scopus 로고
    • The Breast Imaging Reporting and Data System: Positive predictive value of mammographic features and final assessment categories
    • 38
    • 38.Liberman L, Abramson AF, Squires FB, Glass-man JR, Morris EA, Dershaw DD. The Breast Imaging Reporting and Data System: positive predictive value of mammographic features and final assessment categories. AJR 1998; 171:35-40
    • (1998) AJR , vol.171 , pp. 35-40
    • Liberman, L.1    Abramson, A.F.2    Squires, F.B.3    Glass-man, J.R.4    Morris, E.A.5    Dershaw, D.D.6
  • 39
    • 0036721292 scopus 로고    scopus 로고
    • Performance parameters for screening and diagnostic mam-mography: Specialist and general radiologists
    • Sickles EA, Wolverton DE, Dee KE. Performance parameters for screening and diagnostic mam-mography: specialist and general radiologists. Radiology 2002; 224:861-869
    • (2002) Radiology , vol.224 , pp. 861-869
    • Sickles, E.A.1    Wolverton, D.E.2    Dee, K.E.3
  • 40
    • 0036721187 scopus 로고    scopus 로고
    • Does training in the Breast Imaging Reporting and Data System(BI-RADS) improve biopsy recommendations or feature analysis agreement with experienced breast imagers at mammography?
    • Berg WA, D'Orsi CJ, Jackson VP, et al. Does training in the Breast Imaging Reporting and Data System(BI-RADS) improve biopsy recommendations or feature analysis agreement with experienced breast imagers at mammography? Radiology 2002; 224:871-880
    • (2002) Radiology , vol.224 , pp. 871-880
    • Berg, W.A.1    D'Orsi, C.J.2    Jackson, V.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.