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A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests
16 references·2 citing·43 second hop
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References

  • 2005Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews3,362 cited
  • 2012Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies2,095 cited
  • 2002Advanced methods in meta‐analysis: multivariate approach and meta‐regression1,582 cited
  • 2001A hierarchical regression approach to meta‐analysis of diagnostic test accuracy evaluations1,509 cited
  • 1993Combining independent studies of a diagnostic test into a summary roc curve: Data‐analytic approaches and some additional considerations1,404 cited
  • 2006Assessing Evidence Inconsistency in Mixed Treatment Comparisons755 cited
  • 2006A unification of models for meta-analysis of diagnostic accuracy studies752 cited
  • 2006Bivariate meta-analysis of sensitivity and specificity with sparse data: a generalized linear mixed model approach709 cited
  • 2002Properties of the summary receiver operating characteristic (SROC) curve for diagnostic test data673 cited
  • 2008Diagnostic test accuracy may vary with prevalence: implications for evidence-based diagnosis484 cited
  • 1995Meta-analytic methods for diagnostic test accuracy467 cited
  • 2012How to Use an Article Reporting a Multiple Treatment Comparison Meta-analysis360 cited
  • 2008Imputation methods for missing outcome data in meta-analysis of clinical trials352 cited

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2009
Modeling between-trial variance structure in mixed treatment comparisons
196 cited
  • 2013Empirical Evidence of the Importance of Comparative Studies of Diagnostic Test Accuracy187 cited
  • 2013Network meta-analysis of randomized clinical trials: Reporting the proper summaries120 cited
  • Cited by

    • 2021Progress and challenges of network meta‐analysis30 cited
    • 2023Missing values and inconclusive results in diagnostic studies – A scoping review of methods13 cited