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Volumn 4, Issue 1, 2015, Pages

Meta-analysis of test accuracy studies: An exploratory method for investigating the impact of missing thresholds

Author keywords

Diagnostic test; Imputation; Meta analysis; Missing data; Multiple thresholds; Sensitivity analysis

Indexed keywords

PARATHYROID HORMONE;

EID: 84939181862     PISSN: None     EISSN: 20464053     Source Type: Journal    
DOI: 10.1186/2046-4053-4-12     Document Type: Article
Times cited : (21)

References (31)
  • 1
    • 24944498883 scopus 로고    scopus 로고
    • Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews
    • Reitsma JB, Glas AS, Rutjes AW, Scholten RJ, Bossuyt PM, Zwinderman AH: Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews. J Clin Epidemiol 2005,58(10):982-90. 10.1016/j.jclinepi.2005.02.022.
    • (2005) J Clin Epidemiol , vol.58 , Issue.10 , pp. 982-990
    • Reitsma, J.B.1    Glas, A.S.2    Rutjes, A.W.3    Scholten, R.J.4    Bossuyt, P.M.5    Zwinderman, A.H.6
  • 2
    • 33750696367 scopus 로고    scopus 로고
    • Bivariate meta-analysis of sensitivity and specificity with sparse data: a generalized linear mixed model approach
    • Chu H, Cole SR: Bivariate meta-analysis of sensitivity and specificity with sparse data: a generalized linear mixed model approach. J Clin Epidemiol 2006,59(12):1331-2. author reply 1332-1333 10.1016/j.jclinepi.2006.06.011.
    • (2006) J Clin Epidemiol , vol.59 , Issue.12 , pp. 1331-1332
    • Chu, H.1    Cole, S.R.2
  • 3
    • 0035888162 scopus 로고    scopus 로고
    • A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations
    • Rutter CM, Gatsonis CA: A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations. Stat Med 2001,20(19):2865-84. 10.1002/sim.942.
    • (2001) Stat Med , vol.20 , Issue.19 , pp. 2865-2884
    • Rutter, C.M.1    Gatsonis, C.A.2
  • 4
    • 34147095920 scopus 로고    scopus 로고
    • A unification of models for meta-analysis of diagnostic accuracy studies
    • Harbord RM, Deeks JJ, Egger M, Whiting P, Sterne JA: A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics 2007,8(2):239-51. 10.1093/biostatistics/kxl004.
    • (2007) Biostatistics , vol.8 , Issue.2 , pp. 239-251
    • Harbord, R.M.1    Deeks, J.J.2    Egger, M.3    Whiting, P.4    Sterne, J.A.5
  • 5
    • 84864195151 scopus 로고    scopus 로고
    • Diagnostic accuracy of spot urinary protein and albumin to creatinine ratios for detection of significant proteinuria or adverse pregnancy outcome in patients with suspected pre-eclampsia: systematic review and meta-analysis
    • Morris RK, Riley RD, Doug M, Deeks JJ, Kilby MD: Diagnostic accuracy of spot urinary protein and albumin to creatinine ratios for detection of significant proteinuria or adverse pregnancy outcome in patients with suspected pre-eclampsia: systematic review and meta-analysis. BMJ 2012, 345:e4342. 10.1136/bmj.e4342.
    • (2012) BMJ , vol.345 , pp. e4342
    • Morris, R.K.1    Riley, R.D.2    Doug, M.3    Deeks, J.J.4    Kilby, M.D.5
  • 6
    • 70349504528 scopus 로고    scopus 로고
    • Methods to identify postnatal depression in primary care: an integrated evidence synthesis and value of information analysis
    • Hewitt C, Gilbody S, Brealey S, Paulden M, Palmer S, Mann R, et al.: Methods to identify postnatal depression in primary care: an integrated evidence synthesis and value of information analysis. Health Technol Assess 2009,13(36):1-145. 147-230
    • (2009) Health Technol Assess , vol.13 , Issue.36 , pp. 1-145
    • Hewitt, C.1    Gilbody, S.2    Brealey, S.3    Paulden, M.4    Palmer, S.5    Mann, R.6
  • 7
    • 84939130990 scopus 로고    scopus 로고
    • Saving Mothers' Lives: reviewing maternal deaths to make motherhood safer-2003-2005
    • The Seventh Report on Confidential Enquiries into Maternal Deaths in the United Kingdom, The Confidential Enquiry into Maternal and Child Health (CEMACH)
    • CEMACH: Saving Mothers' Lives: reviewing maternal deaths to make motherhood safer-2003-2005. The Seventh Report on Confidential Enquiries into Maternal Deaths in the United Kingdom, The Confidential Enquiry into Maternal and Child Health (CEMACH). 2005.
    • (2005)
  • 8
    • 0023113869 scopus 로고
    • Fetal and uteroplacental haemodynamics during short-term atenolol treatment of hypertension in pregnancy
    • Montan S, Liedholm H, Lingman G, Marsal K, Sjoberg NO, Solum T: Fetal and uteroplacental haemodynamics during short-term atenolol treatment of hypertension in pregnancy. Br J Obstet Gynaecol 1987,94(4):312-7. 10.1111/j.1471-0528.1987.tb03097.x.
    • (1987) Br J Obstet Gynaecol , vol.94 , Issue.4 , pp. 312-317
    • Montan, S.1    Liedholm, H.2    Lingman, G.3    Marsal, K.4    Sjoberg, N.O.5    Solum, T.6
  • 9
    • 33645737208 scopus 로고    scopus 로고
    • WHO analysis of causes of maternal death: a systematic review
    • Khan KS, Wojdyla D, Say L, Gulmezoglu AM, Van Look PF: WHO analysis of causes of maternal death: a systematic review. Lancet 2006,367(9516):1066-74. 10.1016/S0140-6736(06)68397-9.
    • (2006) Lancet , vol.367 , Issue.9516 , pp. 1066-1074
    • Khan, K.S.1    Wojdyla, D.2    Say, L.3    Gulmezoglu, A.M.4    Van Look, P.F.5
  • 10
    • 0023846728 scopus 로고
    • Geographic variation in the incidence of hypertension in pregnancy. World Health Organization International Collaborative Study of Hypertensive Disorders of Pregnancy
    • WHO: Geographic variation in the incidence of hypertension in pregnancy. World Health Organization International Collaborative Study of Hypertensive Disorders of Pregnancy. Am J Obstet Gynecol 1988,158(1):80-3.
    • (1988) Am J Obstet Gynecol , vol.158 , Issue.1 , pp. 80-83
  • 11
    • 0034916930 scopus 로고    scopus 로고
    • The classification and diagnosis of the hypertensive disorders of pregnancy: statement from the International Society for the Study of Hypertension in Pregnancy (ISSHP)
    • Brown MA, Lindheimer MD, de Swiet M, Van Assche A, Moutquin JM: The classification and diagnosis of the hypertensive disorders of pregnancy: statement from the International Society for the Study of Hypertension in Pregnancy (ISSHP). Hypertens Pregnancy 2001,20(1):IX-XIV. 10.3109/10641950109152635.
    • (2001) Hypertens Pregnancy , vol.20 , Issue.1 , pp. IX-XIV
    • Brown, M.A.1    Lindheimer, M.D.2    de Swiet, M.3    Van Assche, A.4    Moutquin, J.M.5
  • 12
    • 72849123694 scopus 로고    scopus 로고
    • Multivariate random effects meta-analysis of diagnostic tests with multiple thresholds
    • Hamza TH, Arends LR, van Houwelingen HC, Stijnen T: Multivariate random effects meta-analysis of diagnostic tests with multiple thresholds. BMC Med Res Methodol 2009, 9:73. 10.1186/1471-2288-9-73.
    • (2009) BMC Med Res Methodol , vol.9 , pp. 73
    • Hamza, T.H.1    Arends, L.R.2    van Houwelingen, H.C.3    Stijnen, T.4
  • 13
    • 33847074225 scopus 로고    scopus 로고
    • Bivariate random-effects meta-analysis and the estimation of between-study correlation
    • Riley RD, Abrams KR, Sutton AJ, Lambert PC, Thompson JR: Bivariate random-effects meta-analysis and the estimation of between-study correlation. BMC Med Res Methodol 2007,7(1):3. 10.1186/1471-2288-7-3.
    • (2007) BMC Med Res Methodol , vol.7 , Issue.1 , pp. 3
    • Riley, R.D.1    Abrams, K.R.2    Sutton, A.J.3    Lambert, P.C.4    Thompson, J.R.5
  • 14
    • 70350571274 scopus 로고    scopus 로고
    • Differences between univariate and bivariate models for summarizing diagnostic accuracy may not be large
    • Simel DL, Bossuyt PMM: Differences between univariate and bivariate models for summarizing diagnostic accuracy may not be large. J Clin Epidemiol 2009, 62:1292-300. 10.1016/j.jclinepi.2009.02.007.
    • (2009) J Clin Epidemiol , vol.62 , pp. 1292-1300
    • Simel, D.L.1    Bossuyt, P.M.M.2
  • 15
    • 84946045727 scopus 로고
    • Approximations to the log-likelihood function in the nonlinear mixed-effects model
    • Pinheiro JC, Bates DM: Approximations to the log-likelihood function in the nonlinear mixed-effects model. J Comput Graph Stat 1995, 4:12-35.
    • (1995) J Comput Graph Stat , vol.4 , pp. 12-35
    • Pinheiro, J.C.1    Bates, D.M.2
  • 16
    • 85182094326 scopus 로고    scopus 로고
    • SAS Institute Inc: PROC NLMIXED. Cary, NC
    • SAS Institute Inc: SAS Institute Inc: PROC NLMIXED. Cary, NC: SAS Institute Inc.; 1999.
    • (1999)
  • 17
    • 85182096809 scopus 로고    scopus 로고
    • Statistical Software: Release 12.0. TX: College Station: Stata Corporation
    • StataCorp: Statistical Software: Release 12.0. TX: College Station: Stata Corporation; 2011.
    • (2011)
  • 18
    • 36148983357 scopus 로고    scopus 로고
    • Early Prediction of hypocalcemia after thyroidectomy using parathyroid hormone: an analysis of pooled individual patient data from nine observational studies
    • Noordzij JP, Lee SL, Bernet VJ, Payne RJ, Cohen SM, McLeod IK, et al.: Early Prediction of hypocalcemia after thyroidectomy using parathyroid hormone: an analysis of pooled individual patient data from nine observational studies. J Am Coll Surg 2007,205(6):748-54. 10.1016/j.jamcollsurg.2007.06.298.
    • (2007) J Am Coll Surg , vol.205 , Issue.6 , pp. 748-754
    • Noordzij, J.P.1    Lee, S.L.2    Bernet, V.J.3    Payne, R.J.4    Cohen, S.M.5    McLeod, I.K.6
  • 19
    • 77952562282 scopus 로고    scopus 로고
    • Meta-analysis of diagnostic test accuracy studies with multiple thresholds using survival methods
    • Putter H, Fiocco M, Stijnen T: Meta-analysis of diagnostic test accuracy studies with multiple thresholds using survival methods. Biom J 2010,52(1):95-110..
    • (2010) Biom J , vol.52 , Issue.1 , pp. 95-110
    • Putter, H.1    Fiocco, M.2    Stijnen, T.3
  • 20
    • 0347994081 scopus 로고    scopus 로고
    • Meta-analysis of diagnostic test accuracy assessment studies with varying number of thresholds
    • Dukic V, Gatsonis C: Meta-analysis of diagnostic test accuracy assessment studies with varying number of thresholds. Biometrics 2003,59(4):936-46. 10.1111/j.0006-341X.2003.00108.x.
    • (2003) Biometrics , vol.59 , Issue.4 , pp. 936-946
    • Dukic, V.1    Gatsonis, C.2
  • 21
    • 42449130534 scopus 로고    scopus 로고
    • Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions
    • Leeflang MM, Moons KG, Reitsma JB, Zwinderman AH: Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions. Clin Chem 2008,54(4):729-37. 10.1373/clinchem.2007.096032.
    • (2008) Clin Chem , vol.54 , Issue.4 , pp. 729-737
    • Leeflang, M.M.1    Moons, K.G.2    Reitsma, J.B.3    Zwinderman, A.H.4
  • 23
    • 0023769482 scopus 로고
    • A general regression methodology for ROC curve estimation
    • Tosteson AN, Begg CB: A general regression methodology for ROC curve estimation. Med Decis Making 1988,8(3):204-15. 10.1177/0272989X8800800309.
    • (1988) Med Decis Making , vol.8 , Issue.3 , pp. 204-215
    • Tosteson, A.N.1    Begg, C.B.2
  • 24
    • 0033658828 scopus 로고    scopus 로고
    • Meta-analysis of ROC curves
    • Kester AD, Buntinx F: Meta-analysis of ROC curves. Med Decis Making 2000,20(4):430-9. 10.1177/0272989X0002000407.
    • (2000) Med Decis Making , vol.20 , Issue.4 , pp. 430-439
    • Kester, A.D.1    Buntinx, F.2
  • 25
    • 3242753551 scopus 로고    scopus 로고
    • A latent normal distribution model for analysing ordinal responses with applications in meta-analysis
    • Poon WY: A latent normal distribution model for analysing ordinal responses with applications in meta-analysis. Stat Med 2004,23(14):2155-72. 10.1002/sim.1814.
    • (2004) Stat Med , vol.23 , Issue.14 , pp. 2155-2172
    • Poon, W.Y.1
  • 26
    • 34447329840 scopus 로고    scopus 로고
    • Multivariate random-effects approach: for meta-analysis of cancer staging studies
    • Bipat S, Zwinderman AH, Bossuyt PM, Stoker J: Multivariate random-effects approach: for meta-analysis of cancer staging studies. Acad Radiol 2007,14(8):974-84. 10.1016/j.acra.2007.05.007.
    • (2007) Acad Radiol , vol.14 , Issue.8 , pp. 974-984
    • Bipat, S.1    Zwinderman, A.H.2    Bossuyt, P.M.3    Stoker, J.4
  • 27
    • 84933670957 scopus 로고    scopus 로고
    • Meta-analysis of test accuracy studies with multiple and missing thresholds: a multivariate-normal model
    • Riley RD, Takwoingi Y, Trikalinos T, Guha A, Biswas A, Ensor J, et al.: Meta-analysis of test accuracy studies with multiple and missing thresholds: a multivariate-normal model. J Biomet Biostat 2014, 5:3.
    • (2014) J Biomet Biostat , vol.5 , pp. 3
    • Riley, R.D.1    Takwoingi, Y.2    Trikalinos, T.3    Guha, A.4    Biswas, A.5    Ensor, J.6
  • 28
    • 68249114452 scopus 로고    scopus 로고
    • Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
    • Sterne JAC, White IR, Carlin JB, Spratt M, Royston P, Kenward MG: Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ 2009, 338:b2393. 10.1136/bmj.b2393.
    • (2009) BMJ , vol.338 , pp. b2393
    • Sterne, J.A.C.1    White, I.R.2    Carlin, J.B.3    Spratt, M.4    Royston, P.5    Kenward, M.G.6
  • 29
    • 0033934949 scopus 로고    scopus 로고
    • Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis
    • Duval S, Tweedie R: Trim and fill: A simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis. Biometrics 2000,56(2):455-63. 10.1111/j.0006-341X.2000.00455.x.
    • (2000) Biometrics , vol.56 , Issue.2 , pp. 455-463
    • Duval, S.1    Tweedie, R.2
  • 30
    • 69949093866 scopus 로고    scopus 로고
    • Novel methods to deal with publication biases: secondary analysis of antidepressant trials in the FDA trial registry database and related journal publications
    • Moreno SG, Sutton AJ, Turner EH, Abrams KR, Cooper NJ, Palmer TM, et al.: Novel methods to deal with publication biases: secondary analysis of antidepressant trials in the FDA trial registry database and related journal publications. BMJ 2009, 339:b2981. 10.1136/bmj.b2981.
    • (2009) BMJ , vol.339 , pp. b2981
    • Moreno, S.G.1    Sutton, A.J.2    Turner, E.H.3    Abrams, K.R.4    Cooper, N.J.5    Palmer, T.M.6
  • 31
    • 35648956134 scopus 로고    scopus 로고
    • Performance of the trim and fill method in the presence of publication bias and between-study heterogeneity
    • Peters JL, Sutton AJ, Jones DR, Abrams KR, Rushton L: Performance of the trim and fill method in the presence of publication bias and between-study heterogeneity. Stat Med 2007,26(25):4544-62. 10.1002/sim.2889.
    • (2007) Stat Med , vol.26 , Issue.25 , pp. 4544-4562
    • Peters, J.L.1    Sutton, A.J.2    Jones, D.R.3    Abrams, K.R.4    Rushton, L.5


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