Table 2 List of 203 included studies

1. A. Hoyer, O. Kuss. Meta-analysis of diagnostic tests accounting for disease prevalence: a new model using trivariate copulas. Statistics in medicine. 2015///. 34:1912

2. A.D. Kester, F. Buntinx. Meta-analysis of ROC curves. Medical Decision Making. 2000///. 20:430

3. A.H. Zwinderman, P.M. Bossuyt. We should not pool diagnostic likelihood ratios in systematic reviews. Statistics in medicine. 2008///. 27:687

4. A.K. Nikoloulopoulos. A mixed effect model for bivariate meta-analysis of diagnostic test accuracy studies using a copula representation of the random effects distribution. Statistics in medicine. 2015///. 34:3842

5. A.N.A. Tostesen, C.B. Begg. A general regression methodology for ROC curve estimation. Medical Decision Making. 1988///. 8:204

6. A.S. Midgette, T.A. Stukel, B. Littenberg. A meta-analytic method for summarizing diagnostic test performance: receiver-operating characteristic summary point estimates. Medical Decision Making. 1993///. 13:253

7. A.S. Rosman, M.A. Korsten. Application of summary receiver operating characteristic (sROC) analysis to diagnostic clinical testing. Advances in medical sciences. 2007///. 52:76

8. Alvaro Najib Atallah, Andrea Puchnick, Daniel Wu, David Carlos Shigueoka, Gianni Mara Silva dos Santos, Hernani Pinto de Jr. Lemos, Jose Eduardo Mourao, Wagner Iared. Remarks about systematic reviews of diagnostic tests. Sao Paulo medical journal = Revista paulista de medicina. 2012///. 130:279

9. Athina Tatsioni, Deborah A. Zarin, Naomi Aronson, David J. Samson, Carole R. Flamm, Christopher Schmid, Joseph Lau. Challenges in systematic reviews of diagnostic technologies. Annals of internal medicine. 2005///. 142:1048

10. B. Littenberg, L.E. Moses. Estimating diagnostic accuracy from multiple conflicting reports: a new meta-analytic method. Medical decision making: an international journal of the Society for Medical Decision Making. 1993///. 13:313

11. B. Opmeer, J. Reitsma, K. Broeze, B.W. Mol. The relation between heterogeneity in diagnostic accuracy, prevalence and patient characteristics: an illustration with individual patient data meta-analysis. Oral presentation at the 17th Cochrane Colloquium; 2009 Oct 11-14, Singapore [abstract]. #journal#. 2009///. Suppl:11

12. B.D. Thombs, E. Arthurs, G. El-Baalbaki, A. Meijer, R.C. Ziegelstein, R.J. Steele. Risk of bias from inclusion of patients who already have diagnosis of or are undergoing treatment for depression in diagnostic accuracy studies of screening tools for depression: systematic review. BMJ (Online). 2011///. 343:no

13. Behrouz Kassai, Sandrine Sonie, Nirav R. Shah, Jean Pierre Boissel. Literature search parameters marginally improved the pooled estimate accuracy for ultrasound in detecting deep venous thrombosis. Journal of clinical epidemiology. 2006///. 59:710

14. Ben A. Dwamena. Evidence-based radiology: step 3—diagnostic systematic review and meta-analysis (critical appraisal). Seminars in roentgenology. 2009///. 44:170

15. Bhurke S. Parekh, C.S. Kwok, C. Pang, L. Hooper, Y.K. Loke, J.J. Ryder, A.J. Sutton, C.B. Hing, I. Harvey, F. Song. Uptake of methods to deal with publication bias in systematic reviews has increased over time, but there is still much scope for improvement. Journal of clinical epidemiology. 2011///. 64:349

16. Brian H. Willis, Christopher J. Hyde. Estimating a test’s accuracy using tailored meta-analysis-how setting-specific data may aid study selection. Journal of clinical epidemiology. 2014///. 67:538

17. Brian H. Willis, Christopher J. Hyde. What is the test’s accuracy in my practice population? Tailored meta-analysis provides a plausible estimate. Journal of clinical epidemiology. 2015///. 68:847

18. Brian H. Willis, Muireann Quigley. The assessment of the quality of reporting of meta-analyses in diagnostic research: a systematic review. BMC medical research methodology. 2011///. 11:163

19. Brian H. Willis, Muireann Quigley. Uptake of newer methodological developments and the deployment of meta-analysis in diagnostic test research: a systematic review. BMC medical research methodology. 2011///. 11:27

20. Byron C. Wallace, Christopher H. Schmid, Joseph Lau, Thomas A. Trikalinos. Meta-analyst: software for meta-analysis of binary, continuous and diagnostic data. BMC medical research methodology. 2009///. 9:80

21. C. Davenport, C. Hyde. To what extent is the clinical context considered in diagnostic test accuracy reviews?: a methodological review. Oral presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:9

22. C. Schmid, M. Chung, A. Tatsioni, L.L. Price, J. Lau. Evaluating heterogeneity in studies of diagnostic test accuracy [abstract]. #journal#. 2006///. #volume#:58

23. C. Schmid, M. Chung, P. Chew, J. Lau. Survey of diagnostic test meta-analyses [abstract]. #journal#. 2004///. #volume#:50

24. C.B. Begg. Meta-analysis methods for diagnostic accuracy. Journal of clinical epidemiology. 2008///. 61:1081

25. C.M. Jones, T. Athanasiou. Diagnostic accuracy meta-analysis: review of an important tool in radiological research and decision making. The British journal of radiology. 2009///. 82:441

26. C.M. Rutter, C.A. Gatsonis. A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations. Statistics in medicine. 2001///. 20:2865

27. Christiana A. Naaktgeboren, Wynanda A. van Enst, Eleanor A. Ochodo, Joris A.H. de Groot, Lotty Hooft, Mariska M. Leeflang, Patrick M. Bossuyt, Karel G.M. Moons, Johannes B. Reitsma. Systematic overview finds variation in approaches to investigating and reporting on sources of heterogeneity in systematic reviews of diagnostic studies. Journal of clinical epidemiology. 2014///. 67:1200

28. Colin B. Begg. Systematic reviews of diagnostic accuracy studies require study by study examination: first for heterogeneity, and then for sources of heterogeneity. Journal of clinical epidemiology. 2005///. 58:865

29. Constantine Gatsonis, Prashni Paliwal. Meta-analysis of diagnostic and screening test accuracy evaluations: methodologic primer. AJR.American journal of roentgenology. 2006///. 187:271

30. D. Bohning, W. Bohning, H. Holling. Revisiting Youden’s index as a useful measure of the misclassification error in meta-analysis of diagnostic studies. Statistical methods in medical research. 2008///. 17:543

31. D. Stengel, K. Bauwens, J. Sehouli, A. Ekkernkamp, F. Porzsolt. A likelihood ratio approach to meta-analysis of diagnostic studies. Journal of medical screening. 2003///. 10:47

32. D.L. Simel, P.M. Bossuyt. Differences between univariate and bivariate models for summarizing diagnostic accuracy may not be large. Journal of clinical epidemiology. 2009///. 62:1292

33. D.S. MacDonald-Jankowski, M.F. Dozier. Systematic review in diagnostic radiology. Dento maxillo facial radiology. 2001///. 30:78

34. Danielle B. Rice, Ian Shrier, Lorie A. Kloda, Andrea Benedetti, Brett D. Thombs. Methodological quality of meta-analyses of the diagnostic accuracy of depression screening tools. Journal of psychosomatic research. 2016///. 84:84

35. Danlu Liu, Jiaxin Jin, Jinhui Tian, Kehu Yang. Quality assessment and factor analysis of systematic reviews and meta-analyses of endoscopic ultrasound diagnosis. PloS one. 2015///. 10:e0120911

36. Deville, L.M. Bouter, P.D. Bezemer, N. Yzermans, van der-Windt DAWM. Heterogeneity in systematic reviews of diagnostic studies [abstract]. #journal#. 1999///. #volume#:#pages#

37. E.C. Vamvakas. Meta-analyses of studies of the diagnostic accuracy of laboratory tests: a review of the concepts and methods. Archives of pathology & laboratory medicine. 1998///. 122:675

38. Eleanor A. Ochodo, Johannes B. Reitsma, Patrick M. Bossuyt, Mariska M.G. Leeflang. Survey revealed a lack of clarity about recommended methods for meta-analysis of diagnostic accuracy data. Journal of clinical epidemiology. 2013///. 66:1281

39. Eleanor A. Ochodo, Wynanda A. van Enst, Christiana A. Naaktgeboren, Joris A.H. de Groot, Lotty Hooft, Karel G.M. Moons, Johannes B. Reitsma, Patrick M. Bossuyt, Mariska M.G. Leeflang. Incorporating quality assessments of primary studies in the conclusions of diagnostic accuracy reviews: a cross-sectional study. BMC medical research methodology. 2014///. 14:33

40. Elodie Pambrun, Vincent Bouteloup, Rodolphe Thiebaut, Julien Asselineau, Victor de Ledinghen, Paul Perez, Steering Committee of the Transient Elastography Individual Patient Data meta-analysis Study (TE IPD Study). On the validity of meta-analyses: exhaustivity must be warranted, exclusion of duplicate patients too. Journal of clinical epidemiology. 2010///. 63:342

41. Erich P. Huang, Xiao Feng Wang, Kingshuk Roy Choudhury, Lisa M. McShane, Mithat Gonen, Jingjing Ye, Andrew J. Buckler, Paul E. Kinahan, Anthony P. Reeves, Edward F. Jackson, Alexander R. Guimaraes, Gudrun Zahlmann, Meta-Analysis Working Group. Meta-analysis of the technical performance of an imaging procedure: guidelines and statistical methodology. Statistical methods in medical research. 2015///. 24:141

42. F. Grossenbacher, M. Battaglia, A. Duss, D. Pewsner, H. Bucher, M. Egger. Searching for diagnostic text evaluations: the importance of specialist journals and databases. #journal#. 2002///. #volume#:#pages#

43. F.M. Chappell, G.M. Raab, J.M. Wardlaw. When are summary ROC curves appropriate for diagnostic meta-analyses? Statistics in medicine. 2009///. 28:2653

44. Francesco Sardanelli, Humayun Bashir, Dominik Berzaczy, Guglielmo Cannella, Ansgar Espeland, Nicola Flor, Thomas Helbich, Myriam Hunink, Dermot E. Malone, Ritse Mann, Claudia Muzzupappa, Lars J. Petersen, Katrine Riklund, Luca M. Sconfienza, Zbigniew Serafin, Sandra Spronk, Jaap Stoker, Edwin J.R. van Beek, Dierk Vorwerk, Giovanni Di Leo. The role of imaging specialists as authors of systematic reviews on diagnostic and interventional imaging and its impact on scientific quality: report from the EuroAIM Evidence-based Radiology Working Group. Radiology. 2014///. 272:533

45. Fujian Song, Khalid S. Khan, Jacqueline Dinnes, Alex J. Sutton. Asymmetric funnel plots and publication bias in meta-analyses of diagnostic accuracy. International journal of epidemiology. 2002///. 31:88

46. G. Ritchie, J. Glanville, C. Lefebvre. Do published search filters to identify diagnostic test accuracy studies perform adequately? Health information and libraries journal. 2007///. 24:188

47. Gary H. Lyman, Benjamin Djulbegovic. The challenge of systematic reviews of diagnostic and staging studies in cancer. Cancer treatment reviews. 2005///. 31:628

48. Geert Jan Geersing, Walter Bouwmeester, Peter Zuithoff, Rene Spijker, Mariska Leeflang, Karel G.M. Moons, Karel Moons. Search filters for finding prognostic and diagnostic prediction studies in Medline to enhance systematic reviews. PloS one. 2012///. 7:e32844

49. Georg M. Schuetz, Peter Schlattmann, Marc Dewey. Use of 3 × 2 tables with an intention to diagnose approach to assess clinical performance of diagnostic tests: meta-analytical evaluation of coronary CT angiography studies. BMJ (Clinical research ed.). 2012///. 345:e6717

50. Gerald W. Smetana, Craig A. Umscheid, Stephanie Chang, David B. Matchar. Methods guide for authors of systematic reviews of medical tests: a collaboration between the Agency for Healthcare Research and Quality (AHRQ) and the Journal of General Internal Medicine. Journal of general internal medicine. 2012///. 27 Suppl 1:S1

51. Gerta Rucker, Martin Schumacher. Summary ROC curve based on a weighted Youden index for selecting an optimal cutpoint in meta-analysis of diagnostic accuracy. Statistics in medicine. 2010///. 29:3069

52. H. Chu, L. Nie, S.R. Cole, C. Poole. Meta-analysis of diagnostic accuracy studies accounting for disease prevalence: alternative parameterizations and model selection. Statistics in medicine. 2009///. 28:2384

53. H. Chu, S.R. Cole. Bivariate meta-analysis of sensitivity and specificity with sparse data: a generalized linear mixed model approach. Journal of clinical epidemiology. 2006///. 59:1331

54. H. Putter, M. Fiocco, T. Stijnen. Meta-analysis of diagnostic test accuracy studies with multiple thresholds using survival methods. Biometrical journal.Biometrische Zeitschrift. 2010///. 52:95

55. H.C. de Vet, T. van der Weijden, J.W. Muris, J. Heyrman, F. Buntinx, J.A. Knottnerus. Systematic reviews of diagnostic research. Considerations about assessment and incorporation of methodological quality. European journal of epidemiology. 2001///. 17:301

56. H.C. Vet, T. Weijden, J.W. Muris, J. Heyrman, F. Buntinx, J.A. Knottnerus. Systematic reviews of diagnostic research considerations about assessment and incorporation of methodological quality. European journal of epidemiology. 2001///. 17:301

57. Haitao Chu, Hongfei Guo, Yijie Zhou. Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models. Medical decision making: an international journal of the Society for Medical Decision Making. 2010///. 30:499

58. Haitao Chu, Hongfei Guo. A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics (Oxford, England). 2009///. 10:201

59. Honest Honest, Khalid S. Khan. Reporting of measures of accuracy in systematic reviews of diagnostic literature. BMC health services research. 2002///. 2:4

60. I. Nicolau, D. Ling, L. Tian, C. Lienhardt, M. Pai. Quality and reporting of tuberculosis systematic reviews: Evaluation using amstar and prisma standard. American journal of epidemiology. 2011///. 173:S317

61. Issa J. Dahabreh, Mei Chung, Georgios D. Kitsios, Teruhiko Terasawa, Gowri Raman, Athina Tatsioni, Annette Tobar, Joseph Lau, Thomas A. Trikalinos, Christopher H. Schmid. Survey of the methods and reporting practices in published meta-analyses of test performance: 1987 to 2009. Research synthesis methods. 2013///. 4:242

62. J. Boissel, M. Cucherat. The meta-analysis of diagnostic test studies. European radiology. 1998///. 8:484

63. J. Burch, M. Westwood, Weiser K. Soares. Should data from case-controlled studies be included in systematic reviews alongside diagnostic cohort studies? [abstract]. #journal#. 2006///. #volume#:86

64. J. Cnossen, B.W. Mol, J. Post, Riet G. Ter. Is it necessary to perform full text papers selection by two independent reviewers in systematic reviews on diagnostic accuracy? [abstract]. #journal#. 2004///. #volume#:117

65. J. Deeks, A. Rutjes, J. Reitsma, M. Leeflang, P. Bossuyt. Statistical methods for investigating heterogeneity related to methodological quality in meta-analyses of studies of diagnostic accuracy [abstract]. #journal#. 2005///. #volume#:47

66. J. Deeks, P. Macaskill, L. Irwig. By how much does publication bias affect the results of systematic reviews of diagnostic test accuracy? [abstract]. #journal#. 2004///. #volume#:48

67. J. Deeks, P. Macaskill, L. Irwig. Detecting publication bias in systematic reviews of diagnostic test accuracy [abstract]. #journal#. 2004///. #volume#:47

68. J. Dinnes, J. Deeks, J. Kirby, P. Roderick. A methodological review of how heterogeneity has been examined in systematic reviews of diagnostic test accuracy. Health technology assessment (Winchester, England). 2005///. 9:1

69. J. Doust, S. Sanders, P. Glasziou, E. Pietrzak. Identifying studies for systematic reviews of diagnostic tests [abstract]. #journal#. 2003///. #volume#:63

70. J. Dubourg, M. Berhouma, M. Cotton, M. Messerer. Meta-analysis of diagnostic test accuracy in neurosurgical practice. Neurosurgical focus. 2012///. 33:E5

71. J. Glanville, G. Ritchie, C. Lefebvre. How well do published search filters perform in finding diagnostic test accuracy studies? [abstract]. #journal#. 2008///. #volume#:18

72. J. Glanville, P. Whiting, J. Sterne, M. Westwood, M. Burke. Which databases should we search to identify diagnostic test accuracy studies? [abstract]. #journal#. 2007///. #volume#:294

73. J. Menke. Bivariate random-effects meta-analysis of sensitivity and specificity with SAS PROC GLIMMIX. Methods of information in medicine. 2010///. 49:54

74. J. Menten, M. Boelaert, E. Lesaffre. Bayesian meta-analysis of diagnostic tests allowing for imperfect reference standards. Statistics in medicine. 2013///. 32:5398

75. J.A. Doust, E. Pietrzak, S. Sanders, P.P. Glasziou. Identifying studies for systematic reviews of diagnostic tests was difficult due to the poor sensitivity and precision of methodologic filters and the lack of information in the abstract. Journal of clinical epidemiology. 2005///. 58:444

76. J.J. Deeks. Review on evidence-based cancer medicine—using evaluations of diagnostic tests: understanding their limitations and making the most of available evidence. Annals of Oncology. 1999///. 10:761

77. J.J. Deeks. Systematic reviews in health care: Systematic reviews of evaluations of diagnostic and screening tests. British Medical Journal. 2001///. 323:157

78. J.J. Deeks. Systematic reviews of evaluations of diagnostic and screening tests. #journal#. 2001///. #volume#:248

79. J.M. Glanville, M. Cikalo, F. Crawford, M. Dozier, P. Lowson. Handsearching for reports of diagnostic test accuracy studies: adding to the evidence base. Oral presentation at the Joint Cochrane and Campbell Colloquium; 2010 Oct 18-22; Keystone, Colorado, USA [abstract]. #journal#. 2010///. Suppl:48

80. James Hurley. Meta-analysis of clinical studies of diagnostic tests: developments in how the receiver operating characteristic “works”. Archives of pathology & laboratory medicine. 2011///. 135:1585

81. Jared M. Campbell, Miloslav Klugar, Sandrine Ding, Dennis P. Carmody, Sasja J. Hakonsen, Yuri T. Jadotte, Sarahlouise White, Zachary Munn. Diagnostic test accuracy: methods for systematic review and meta-analysis. International journal of evidence-based healthcare. 2015///. 13:154

82. Javier Zamora, Victor Abraira, Alfonso Muriel, Khalid Khan, Arri Coomarasamy. Meta-DiSc: a software for meta-analysis of test accuracy data. BMC medical research methodology. 2006///. 6:31

83. Jennifer Harbor, Cynthia Fraser, Carol Lefebvre, Julie Glanville, Sophie Beale, Charles Boachie, Steven Duffy, Rachael McCool, Lynne Smith. Reporting methodological search filter performance comparisons: a literature review. Health information and libraries journal. 2014///. 31:176

84. Jeroen G. Lijmer, Patrick M.M. Bossuyt, Siem H. Heisterkamp. Exploring sources of heterogeneity in systematic reviews of diagnostic tests. Statistics in medicine. 2002///. 21:1525

85. Jian Kang, Rollin Brant, William A. Ghali. Statistical methods for the meta-analysis of diagnostic tests must take into account the use of surrogate standards. Journal of clinical epidemiology. 2013///. 66:566

86. Johannes B. Reitsma, Afina S. Glas, Anne W.S. Rutjes, Rob J.P.M. Scholten, Patrick M. Bossuyt, Aeilko H. Zwinderman. Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews. Journal of clinical epidemiology. 2005///. 58:982

87. Johannes B. Reitsma, Karel G.M. Moons, Patrick M.M. Bossuyt, Kristian Linnet. Systematic reviews of studies quantifying the accuracy of diagnostic tests and markers. Clinical chemistry. 2012///. 58:1534

88. Jonathan J. Deeks, Petra Macaskill, Les Irwig. The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed. Journal of clinical epidemiology. 2005///. 58:882

89. Joris Menten, Emmanuel Lesaffre. A general framework for comparative Bayesian meta-analysis of diagnostic studies. BMC medical research methodology. 2015///. 15:70

90. Juneyoung Lee, Kyung Won Kim, Sang Hyun Choi, Jimi Huh, Seong Ho Park. Systematic review and meta-analysis of studies Evaluating diagnostic test accuracy: a practical review for clinical researchers-part II. Statistical Methods of Meta-Analysis. Korean journal of radiology. 2015///. 16:1188

91. K. Bauwens, A. Ekkernkamp, D. Stengel. QUADAS: early experience with a new methodological scoring tool for diagnostic meta-analyses [abstract]. #journal#. 2005///. #volume#:74

92. K. Russell, N. Hooton, S. Blitz, C. Spooner, J. Beach, B. Rowe. Should sensitivities derived from 2 × 1 tables be included in diagnostic systematic reviews: a review of systematic reviews [abstract]. #journal#. 2005///. #volume#:125

93. K.E. Hartmann, D.B. Matchar, S. Chang. Chapter 6: Assessing applicability of medical test studies in systematic reviews. Journal of general internal medicine. 2012///. 27:S39

94. K.S. Khan, J. Dinnes, J. Kleijnen. Systematic reviews to evaluate diagnostic tests. European Journal of Obstetrics Gynecology and Reproductive Biology. 2001///. 95:6

95. K.S. Khan, L.M. Bachmann, Riet G. Ter. Systematic reviews with individual patient data meta-analysis to evaluate diagnostic tests. European Journal of Obstetrics Gynecology and Reproductive Biology. 2003///. 108:121

96. Khalid S. Khan. Systematic reviews of diagnostic tests: a guide to methods and application. Best practice & research.Clinical obstetrics & gynecology. 2005///. 19:37

97. L. Chong, R. Sun. Methodological developments and statistic software used in diagnostic systematic reviews in China. Poster presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:144

98. L. Irwig, A.N. Tosteson, C. Gatsonis, J. Lau, G. Colditz, T.C. Chalmers, F. Mosteller. Guidelines for meta-analyses evaluating diagnostic tests. Annals of internal medicine. 1994///. 120:667

99. L. Irwig, P. Macaskill, P. Glasziou, M. Fahey. Meta-analytic methods for diagnostic test accuracy. Journal of clinical epidemiology. 1995///. 48:119

100. L. Manchikanti, R. Derby, L. Wolfer, V. Singh, S. Datta, J.A. Hirsch. Evidence-based medicine, systematic reviews, and guidelines in interventional pain management: part 7: systematic reviews and meta-analyses of diagnostic accuracy studies. Pain physician. 2009///. 12:929

101. L.E. Moses, D. Shapiro, B. Littenberg. Combining independent studies of a diagnostic test into a summary ROC curve: data-analytic approaches and some additional considerations. Statistics in medicine. 1993///. 12:1293

102. L.M. Bachmann, P. Estermann, C. Kronenberg, Riet G. Ter. Identifying diagnostic accuracy studies in EMBASE. #journal#. 2003///. 91:341

103. L.M. Bachmann, R. Coray, P. Estermann, Riet G. Ter. Identifying diagnostic studies in MEDLINE: reducing the number needed to read. #journal#. 2002///. 9:653

104. Long Ge, Jian Cheng Wang, Jin Long Li, Li Liang, Ni An, Xin Tong Shi, Yin Chun Liu, Jin Hui Tian. The assessment of the quality of reporting of systematic reviews/meta-analyses in diagnostic tests published by authors in China. PloS one. 2014///. 9:e85908

105. Louise Preston, Christopher Carroll, Paolo Gardois, Suzy Paisley, Eva Kaltenthaler. Improving search efficiency for systematic reviews of diagnostic test accuracy: an exploratory study to assess the viability of limiting to MEDLINE, EMBASE and reference checking. Systematic reviews. 2015///. 4:82

106. Lucy A. Parker, Noemi Gomez Saez, Miquel Porta, Ildefonso Hernandez-Aguado, Blanca Lumbreras. The impact of including different study designs in meta-analyses of diagnostic accuracy studies. European journal of epidemiology. 2013///. 28:713

107. Lukas P. Staub, Suzanne Dyer, Sarah J. Lord, R.John Simes. Linking the evidence: intermediate outcomes in medical test assessments. International journal of technology assessment in health care. 2012///. 28:52

108. M. Astin, M. Brazzelli, C. Fraser, C. Counsell, G. Needham, J. Grimshaw. A sensitive MEDLINE search strategy to retrieve studies of diagnostic imaging test performance [abstract]. #journal#. 2006///. #volume#:85

109. M. Brazzelli, P. Sandercock, S. Lewis, J. Deeks. Publication bias in studies of diagnostic accuracy in the stroke literature. What is the evidence? [abstract]. #journal#. 2008///. #volume#:21

110. M. Clarke. Systematic reviews: New challenges relating to non-randomised studies and diagnostic test accuracy. Chinese Journal of Evidence-Based Medicine. 2006///. 6:236

111. M. Hellmich, K.R. Abrams, A.J. Sutton. Bayesian approaches to meta-analysis of ROC curves. Medical Decision Making. 1999///. 19:252

112. M. Kastner, N.L. Wilczynski, A.K. McKibbon, A.X. Garg, R.B. Haynes. Diagnostic test systematic reviews: bibliographic search filters (“Clinical Queries”) for diagnostic accuracy studies perform well. Journal of clinical epidemiology. 2009///. 62:974

113. M. Lassere. Pooled metaanalysis of radiographic progression: comparison of Sharp and Larsen methods. The Journal of rheumatology. 2000///. 27:269

114. M. Leeflang, P.M. Bossuyt, L. Irwig. Sensitivity and specificity do vary with disease prevalence: implications for systematic reviews of diagnostic test accuracy [abstract]. #journal#. 2007///. #volume#:111

115. M. Leeflang, R. Scholten, H. Reitsma, A. Rutjes, J. Deeks, P. Bossuyt. Incorporating methodological quality in meta-analyses of diagnostic accuracy studies [abstract]. #journal#. 2005///. #volume#:81

116. M. Leeflang, R. Scholten, R. Reitsma, H. Rutjes, P. Bossuyt. Should diagnostic search filters be used in systematic reviews? [abstract]. #journal#. 2004///. #volume#:74

117. M. Pai, L. Flores, A. Hubbard, L. Riley, J. Colford. Quality assessment in meta-analyses of diagnostic studies: what difference does email contact with authors make? [abstract]. #journal#. 2003///. #volume#:36

118. M. Pai, M. McCulloch, W. Enanoria, Jr. Colford. Systematic reviews of diagnostic test evaluations: what’s behind the scenes?. Evidence-based medicine. 2004///. 9:101

119. M. Pennant, S. Wisniewski, C. Hyde, C. Davenport, J. Deeks. A tool to improve efficiency and quality in the production of protocols for Cochrane Reviews of Diagnostic Test Accuracy. Poster presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:65

120. M. Wei, M. Liu. The current status of systematic reviews on diagnostic tests published in Chinese [abstract]. #journal#. 2007///. #volume#:170

121. M. Westwood, P. Whiting, J. Cooper, J. Kleijnen. Using the QUADAS tool in the conduct of systematic reviews of diagnostic tests [abstract]. #journal#. 2003///. #volume#:15

122. M. Westwood, P. Whiting. Should systematic reviews of diagnostic tests go beyond test accuracy? Poster presentation at the 16th Cochrane Colloquium: evidence in the era of globalisation; 2008 Oct 3-7; Freiburg, Germany [abstract]. Zeitschrift fur Evidenz, Fortbildung und Qualitat im Gesundheitswesen. 2008///. 102:66

123. M.D. Mitchell. Validation of the summary ROC for diagnostic test meta-analysis: a Monte Carlo simulation. Academic radiology. 2003///. 10:25

124. M.G. Myriam Hunink. Meta-analysis of diagnostic performance studies. European journal of epidemiology. 2013///. 28:711

125. M.M.G. Leeflang, R.J.P.M. Scholten, A.W.S. Rutjes, J.B. Reitsma, P.M.M. Bossuyt. Use of methodological search filters to identify diagnostic accuracy studies can lead to the omission of relevant studies. Journal of clinical epidemiology. 2006///. 59:234

126. M.M.G. Leeflang. Systematic reviews and meta-analyses of diagnostic test accuracy. Clinical Microbiology and Infection. 2014///. 20:105

127. M.P. Astin, M.G. Brazzelli, C.M. Fraser, C.E. Counsell, G. Needham, J.M. Grimshaw. Developing a sensitive search strategy in MEDLINE to retrieve studies on assessment of the diagnostic performance of imaging techniques. Radiology. 2008///. 247:365

128. M.R. De Sousa, A.L.P. Ribeiro. Systematic review and meta-analysis of diagnostic and prognostic studies: a tutorial. Arquivos brasileiros de cardiologia. 2009///. 92:235

129. M.S. Siadaty, J. Shu. Proportional odds ratio model for comparison of diagnostic tests in meta-analysis. BMC medical research methodology. 2004///. 4:27

130. Marcos R. Sousa, Antonio Luiz Ribeiro. Systematic review and meta-analysis of diagnostic and prognostic studies: a tutorial. Arquivos brasileiros de cardiologia. 2009///. 92:229

131. Marie E. Westwood, Penny F. Whiting, Jos Kleijnen. How does study quality affect the results of a diagnostic meta-analysis?. BMC medical research methodology. 2005///. 5:20

132. Mariska Leeflang, Johannes Reitsma, Rob Scholten, Anne Rutjes, Marcello Di Nisio, Jon Deeks, Patrick Bossuyt. Impact of adjustment for quality on results of metaanalyses of diagnostic accuracy. Clinical chemistry. 2007///. 53:164

133. Mariska M.G. Leeflang, Jonathan J. Deeks, Constantine Gatsonis, Patrick M.M. Bossuyt, Cochrane Diagnostic Test Accuracy Working Group. Systematic reviews of diagnostic test accuracy. Annals of internal medicine. 2008///. 149:889

134. Mariska M.G. Leeflang, Jonathan J. Deeks, Yemisi Takwoingi, Petra Macaskill. Cochrane diagnostic test accuracy reviews. Systematic reviews. 2013///. 2:82

135. Matthew D.F. McInnes, Patrick M.M. Bossuyt. Pitfalls of systematic reviews and meta-analyses in imaging research. Radiology. 2015///. 277:13

136. N. Novielli, N.J. Cooper, A.J. Sutton, K.R. Abrams. Which meta-analysis model best fits my diagnostic test data? Use of model fit statistics. Oral presentation at the 16th Cochrane Colloquium: Evidence in the era of globalization; 2008 Oct 3-7; Freiburg, Germany [abstract]. Zeitschrift fur Evidenz, Fortbildung und Qualitat im Gesundheitswesen. 2008///. 102:10

137. N.P. Johnson, K.S. Khan. Gynaecologists blaze the trail in primary studies and systematic reviews of diagnostic test accuracy. Australian and New Zealand Journal of Obstetrics and Gynaecology. 2009///. 49:71

138. P. Macaskill. Empirical Bayes estimates generated in a hierarchical summary ROC analysis agreed closely with those of a full Bayesian analysis. Journal of clinical epidemiology. 2004///. 57:925

139. P. Michel, E. Mouillet, L.R. Salmi. Comparison of Medical Subject Headings and standard terminology regarding performance of diagnostic tests. #journal#. 2006///. 94:221

140. P. Whiting, A. Rutjes, J. Reitsma, P. Bossuyt, J. Kleijnen. QUADAS: the development of a new tool for the quality assessment of diagnostic accuracy studies [abstract]. #journal#. 2003///. #volume#:38

141. P. Whiting, A. Rutjes, M. Westwood, S. Mallett, J. Deeks, J. Reitsma, M. Leeflang, J. Sterne, P. Bossuyt. QUADAS-2: an updated quality assessment tool for diagnostic accuracy studies. Oral presentation at the 19th Cochrane Colloquium: scientific evidence for healthcare quality and patient safety; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:14

142. P. Whiting, M. Westwood, J. Deeks, R. Harbord, L. Bachmann, M. Egger, J. Sterne. Graphical presentation of diagnostic information: a methodological review [abstract]. #journal#. 2005///. #volume#:109

143. P. Whiting, M. Westwood, M. Burke, J. Sterne, J. Glanville. Is it necessary to search a wide range of databases to identify diagnostic test accuracy studies? [abstract]. #journal#. 2006///. #volume#:89

144. P. Whiting, R. Gupta, J. Burch, J. Kleijnen, A. Marson, C. Forbes. What to do with non 2 × 2 data from a diagnostic systematic review? An example from a review on identifying the seizure focus in patients with epilepsy [abstract]. #journal#. 2004///. #volume#:203

145. P.E. Verde. Meta-analysis of diagnostic test data: a bivariate Bayesian modeling approach. Statistics in medicine. 2010///. 29:3088

146. P.F. Whiting, J.A. Sterne, M.E. Westwood, L.M. Bachmann, R. Harbord, M. Egger, J.J. Deeks. Graphical presentation of diagnostic information. BMC medical research methodology. 2008///. 8:20

147. P.F. Whiting, M.E. Westwood, M. Burke, J.A.C. Sterne, J. Glanville. Can diagnostic filters offer similar sensitivity and a reduced number needed to read compared to searches based on index test and target condition? Oral presentation at the 16th Cochrane Colloquium: Evidence in the era of globalization; 2008 Oct 3-7; Freiburg, Germany [abstract]. Zeitschrift fur Evidenz, Fortbildung und Qualitat im Gesundheitswesen. 2008///. 102:10

148. P.Lina Santaguida, Crystal M. Riley, David B. Matchar. Chapter 5: assessing risk of bias as a domain of quality in medical test studies. Journal of general internal medicine. 2012///. 27 Suppl 1:S33

149. P.M.M. Bossuyt. Informative reporting of systematic reviews in radiology. Radiology. 2013///. 269:313

150. Paul Christian Burkner, Philipp Doebler. Testing for publication bias in diagnostic meta-analysis: a simulation study. Statistics in medicine. 2014///. 33:3061

151. Paul Cronin, James V. Rawson. Review of research reporting guidelines for radiology researchers. Academic radiology. 2016///. 23:537

152. Penny F. Whiting, Anne W.S. Rutjes, Marie E. Westwood, Susan Mallett, Jonathan J. Deeks, Johannes B. Reitsma, Mariska M.G. Leeflang, Jonathan A.C. Sterne, Patrick M.M. Bossuyt, QUADAS-2 Group. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Annals of internal medicine. 2011///. 155:529

153. Penny F. Whiting, Marie E. Weswood, Anne W.S. Rutjes, Johannes B. Reitsma, Patrick N.M. Bossuyt, Jos Kleijnen. Evaluation of QUADAS, a tool for the quality assessment of diagnostic accuracy studies. BMC medical research methodology. 2006///. 6:9

154. Penny Whiting, Anne W.S. Rutjes, Jacqueline Dinnes, Johannes B. Reitsma, Patrick M.M. Bossuyt, Jos Kleijnen. A systematic review finds that diagnostic reviews fail to incorporate quality despite available tools. Journal of clinical epidemiology. 2005///. 58:1

155. Penny Whiting, Anne W.S. Rutjes, Johannes B. Reitsma, Patrick M.M. Bossuyt, Jos Kleijnen. The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC medical research methodology. 2003///. 3:25

156. Penny Whiting, Marie Westwood, Margaret Burke, Jonathan Sterne, Julie Glanville. Systematic reviews of test accuracy should search a range of databases to identify primary studies. Journal of clinical epidemiology. 2008///. 61:357

157. Penny Whiting, Marie Westwood, Rebecca Beynon, Margaret Burke, Jonathan Ac Sterne, Julie Glanville. Inclusion of methodological filters in searches for diagnostic test accuracy studies misses relevant studies. Journal of clinical epidemiology. 2011///. 64:602

158. Penny Whiting, Roger Harbord, Jos Kleijnen. No role for quality scores in systematic reviews of diagnostic accuracy studies. BMC medical research methodology. 2005///. 5:19

159. Peter Schlattmann, Maryna Verba, Marc Dewey, Mario Walther. Mixture models in diagnostic meta-analyses—clustering summary receiver operating characteristic curves accounted for heterogeneity and correlation. Journal of clinical epidemiology. 2015///. 68:61

160. R. Beynon, M. Leeflang, A. Eisinga, S. McDonald, R. Mitchell. A systematic review of studies that develop or evaluate search filters for the retrieval of diagnostic studies in MEDLINE. Oral presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:20

161. R. Harbord, L. Bachmann, A. Shang, P. Whiting, J. Deeks, M. Egger, J. Sterne. An empirical comparison of methods for meta-analysis of studies of diagnostic accuracy [abstract]. #journal#. 2005///. #volume#:46

162. R. Harbord, L. Bachmann, J. Deeks, P. Whiting, M. Egger, J. Sterne. Meta-analysis of studies of diagnostic accuracy: a unified approach [abstract]. #journal#. 2005///. #volume#:45

163. R.D. Riley, S.R. Dodd, J.V. Craig, J.R. Thompson, P.R. Williamson. Meta-analysis of diagnostic test studies using individual patient data and aggregate data. Statistics in medicine. 2008///. 27:6111

164. Richard D. Riley, Ikhlaaq Ahmed, Joie Ensor, Yemisi Takwoingi, Amanda Kirkham, R.Katie Morris, J.Pieter Noordzij, Jonathan J. Deeks. Meta-analysis of test accuracy studies: an exploratory method for investigating the impact of missing thresholds. Systematic reviews. 2015///. 4:12

165. R.D. Riley, S.R. Dodd, J.V. Craig, P.R. Williamson. Meta-analysis of diagnostic test studies using individual patient data and aggregate data. Oral presentation at the 16th Cochrane Colloquium: evidence in the era of globalisation; 2008 Oct 3-7; Freiburg, Germany [abstract]. Zeitschrift fur Evidenz, Fortbildung und Qualitat im Gesundheitswesen. 2008///. 102:28

166. R.M. Harbord, J.J. Deeks, M. Egger, P. Whiting, J.A. Sterne. A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics (Oxford, England). 2007///. 8:239

167. Rachel Mann, Simon M. Gilbody. Should methodological filters for diagnostic test accuracy studies be used in systematic reviews of psychometric instruments? A case study involving screening for postnatal depression. Systematic reviews. 2012///. 1:9

168. Rebecca Beynon, Mariska M.G. Leeflang, Steve McDonald, Anne Eisinga, Ruth L. Mitchell, Penny Whiting, Julie M. Glanville. Search strategies to identify diagnostic accuracy studies in MEDLINE and EMBASE. The Cochrane database of systematic reviews. 2013///. 9:MR000022

169. Richard D. Riley, Ikhlaaq Ahmed, Thomas P.A. Debray, Brian H. Willis, J.Pieter Noordzij, Julian P.T. Higgins, Jonathan J. Deeks. Summarising and validating test accuracy results across multiple studies for use in clinical practice. Statistics in medicine. 2015///. 34:2081

170. Roger M. Harbord, Penny Whiting, Jonathan A.C. Sterne, Matthias Egger, Jonathan J. Deeks, Aijing Shang, Lucas M. Bachmann. An empirical comparison of methods for meta-analysis of diagnostic accuracy showed hierarchical models are necessary. Journal of clinical epidemiology. 2008///. 61:1095

171. S. Halligan. Systematic reviews and meta-analysis of diagnostic tests. Clinical radiology. 2005///. 60:977

172. S. Mallett, J. Deeks, D. Altman. Treatment of heterogeneity in systematic reviews of diagnostic tests in cancer [abstract]. #journal#. 2004///. #volume#:159

173. S. Mallett, N. Summerton, J. Deeks, S. Halligan, D. Altman. Systematic reviews of diagnostic tests in cancer: assessment of methodology and reporting quality [abstract]. #journal#. 2003///. #volume#:15

174. S. Sandberg. Systematic reviews of diagnostic tests—a new challenge for laboratory medicine. Scandinavian Journal of Clinical and Laboratory Investigation. 1997///. 57:369

175. S.D. Walter, L. Irwig, P.P. Glasziou. Meta-analysis of diagnostic tests with imperfect reference standards. Journal of clinical epidemiology. 1999///. 52:943

176. S.D. Walter, T. Sinuff. Studies reporting ROC curves of diagnostic and prediction data can be incorporated into meta-analyses using corresponding odds ratios. Journal of clinical epidemiology. 2007///. 60:530

177. Sadao Suzuki, Takeo Moro-oka, Niteesh K. Choudhry. The conditional relative odds ratio provided less biased results for comparing diagnostic test accuracy in meta-analyses. Journal of clinical epidemiology. 2004///. 57:461

178. Sheetal Parekh-Bhurke, Chun S. Kwok, Chun Pang, Lee Hooper, Yoon K. Loke, Jon J. Ryder, Alex J. Sutton, Caroline B. Hing, Ian Harvey, Fujian Song. Uptake of methods to deal with publication bias in systematic reviews has increased over time, but there is still much scope for improvement. Journal of clinical epidemiology. 2011///. 64:349

179. Shelley S. Selph, Alexander D. Ginsburg, Roger Chou. Impact of contacting study authors to obtain additional data for systematic reviews: diagnostic accuracy studies for hepatic fibrosis. Systematic reviews. 2014///. 3:107

180. Steve Halligan, Douglas G. Altman. Evidence-based practice in radiology: steps 3 and 4—appraise and apply systematic reviews and meta-analyses. Radiology. 2007///. 243:13

181. Susan Mallett, Jonathan J. Deeks, Steve Halligan, Sally Hopewell, Victoria Cornelius, Douglas G. Altman. Systematic reviews of diagnostic tests in cancer: review of methods and reporting. BMJ (Clinical research ed.). 2006///. 333:413

182. T.H. Hamza, H.C. Houwelingen, M.H. Heijenbrok-Kal, T. Stijnen. Associating explanatory variables with summary receiver operating characteristic curves in diagnostic meta-analysis. Journal of clinical epidemiology. 2009///. 62:1284

183. T.H. Hamza, J.B. Reitsma, T. Stijnen. Meta-analysis of diagnostic studies: a comparison of random intercept, normal-normal, and binomial-normal bivariate summary ROC approaches. Medical Decision Making. 2008///. 28:639

184. T.H. Hamza, L.R. Arends, H.C. Houwelingen, T. Stijnen. Multivariate random effects meta-analysis of diagnostic tests with multiple thresholds. BMC medical research methodology. 2009///. 9:73

185. Taye H. Hamza, Hans C. van Houwelingen, Theo Stijnen. The binomial distribution of meta-analysis was preferred to model within-study variability. Journal of clinical epidemiology. 2008///. 61:41

186. Thomas A. Trikalinos, David C. Hoaglin, Kevin M. Small, Norma Terrin, Christopher H. Schmid. Methods for the joint meta-analysis of multiple tests. Research synthesis methods. 2014///. 5:294

187. V. Dukic, C. Gatsonis. Meta-analysis of diagnostic test accuracy assessment studies with varying number of thresholds. Biometrics. 2003///. 59:936

188. V. Hasselblad, L.V. Hedges. Meta-analysis of screening and diagnostic tests. Psychological bulletin. 1995///. 117:167

189. V. Velanovich. Meta-analysis for combining Bayesian probabilities. #journal#. 1991///. 35:192

190. W. Devill. Meta-analysis of diagnostic research: does an optimal weight factor exists?. #journal#. 2000///. #volume#:34

191. W. Deville, N. Yzermans, L.M. Bouter, P.D. Bezemer, D.A.W. Windt. Heterogeneity in systematic reviews of diagnostic studies [abstract]. #journal#. 1999///. #volume#:#pages#

192. W.A. Ernst, R.J.P.M. Scholten, L. Hooft. Could a search for a diagnostic test accuracy review be restricted to MEDLINE? Oral presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:19

193. W.Annefloor van Enst, Eleanor Ochodo, Rob J.P.M. Scholten, Lotty Hooft, Mariska M. Leeflang. Investigation of publication bias in meta-analyses of diagnostic test accuracy: a meta-epidemiological study. BMC medical research methodology. 2014///. 14:70

194. W.L. Devill. Pooling diagnostic publications: watch for outliers! [abstract]. #journal#. 1997///. #volume#:280

195. W.L. Deville, F. Buntinx. Guidelines for conducting systematic reviews of studies evaluating the accuracy of diagnostic tests. #journal#. 2002///. #volume#:145

196. W.P. Oosterhuis, R.W. Niessen, P.M. Bossuyt. The science of systematic reviewing studies of diagnostic tests. Clinical chemistry and laboratory medicine. 2000///. 38:577

197. Walter L. Deville, Frank Buntinx, Lex M. Bouter, Victor M. Montori, Henrica C.W. de Vet, Danielle A.W.M. van der Windt, P.Dick Bezemer. Conducting systematic reviews of diagnostic studies: didactic guidelines. BMC medical research methodology. 2002///. 2:9

198. William Hollingworth, L.Santiago Medina, Robert E. Lenkinski, Dean K. Shibata, Byron Bernal, David Zurakowski, Bryan Comstock, Jeffrey G. Jarvik. Interrater reliability in assessing quality of diagnostic accuracy studies using the QUADAS tool. A preliminary assessment. Academic radiology. 2006///. 13:803

199. Wynanda Annefloor van Enst, Christiana A. Naaktgeboren, Eleanor A. Ochodo, Joris A.H. de Groot, Mariska M. Leeflang, Johannes B. Reitsma, Rob J.P.M. Scholten, Karel G.M. Moons, Aeilko H. Zwinderman, Patrick M.M. Bossuyt, Lotty Hooft. Small-study effects and time trends in diagnostic test accuracy meta-analyses: a meta-epidemiological study. Systematic reviews. 2015///. 4:66

200. Yemisi Takwoingi, Mariska M.G. Leeflang, Jonathan J. Deeks. Empirical evidence of the importance of comparative studies of diagnostic test accuracy. Annals of internal medicine. 2013///. 158:544

201. Yemisi Takwoingi, Richard D. Riley, Jonathan J. Deeks. Meta-analysis of diagnostic accuracy studies in mental health. Evidence-based mental health. 2015///. 18:103

202. Z. Zhelev, R. Garside, C. Hyde. Investigating and improving the understanding of Cochrane diagnostic test accuracy reviews. Oral presentation at the 19th Cochrane Colloquium; 2011 Oct 19-22; Madrid, Spain [abstract]. #journal#. 2011///. Suppl:8

203. Zhivko Zhelev, Ruth Garside, Christopher Hyde. A qualitative study into the difficulties experienced by healthcare decision makers when reading a Cochrane diagnostic test accuracy review. Systematic reviews. 2013///. 2:32