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Incorporation bias in studies of diagnostic tests: how to avoid being biased about bias
7 references·6 citing·44 second hopsampled
Incorporation bias in studies of diagnostic tests: how to avoid being biased about bias (2008)Incorporation bias in studies of diagnost…Evaluation of diagnostic tests when there is no gold standard. A review of methods (2007)Evaluation of diagnostic test…Evidence of bias and variation in diagnostic accuracy studies (2006)Evidence of bias and variatio…Towards Complete and Accurate Reporting of Studies of Diagnostic Accuracy: The STARD Initiative (2003)Towards Complete and Accurate…The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration (2003)The STARD statement for repor…Assessment of the accuracy of diagnostic tests: the cross-sectional study (2003)Assessment of the accuracy of…Evaluating Bias and Variability in Diagnostic Test Reports (1999)Evaluating Bias and Variabili…Empirical Evidence of Design-Related Bias in Studies of Diagnostic Tests (1999)Empirical Evidence of Design-…Best Practice for MRI Diagnostic Accuracy Research With Lessons and Examples from the LI‐RADS Individual Participant Data Group (2023)Best Practice for MRI Diagnos…Assessing risk of bias and applicability (2023)Assessing risk of bias and ap…Diagnostic Accuracy Studies in Radiology: How to Recognize and Address Potential Sources of Bias (2021)Diagnostic Accuracy Studies i…Partial verification bias and incorporation bias affected accuracy estimates of diagnostic studies for biomarkers that were part of an existing composite gold standard (2016)Partial verification bias and…Understanding the Direction of Bias in Studies of Diagnostic Test Accuracy (2013)Understanding the Direction o…Latent Class Models in Diagnostic Studies When There is No Reference Standard--A Systematic Review (2013)Latent Class Models in Diagno…The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews (2003)Towards Complete and Accurate Reporting of Studies of Diagnostic Accuracy: The STARD Initiative (2003)QUADAS-2: A Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies (2011)A systematic review of validated suicide outcome classification in observational studies (2019)Diagnostic test evaluation methodology: A systematic review of methods employed to evaluate diagnostic tests in the absence of gold standard – An update (2019)Recognising Bias in Studies of Diagnostic Tests Part 1: Patient Selection (2019)Combining independent studies of a diagnostic test into a summary roc curve: Data‐analytic approaches and some additional considerations (1993)Empirical Evidence of Bias (1995)Use of Methodological Standards in Diagnostic Test Research (1995)STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies (2015)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration (2015)Improving the Quality of Reporting of Randomized Controlled Trials (1996)The CONSORT statement: revised recommendations for improving the quality of reports of parallel group randomized trials (2001)The CONSORT Statement: Revised Recommendations for Improving the Quality of Reports of Parallel-Group Randomized Trials (2001)The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies (2007)The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies (2007)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Meta-analytic methods for diagnostic test accuracy (1995)Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews (2005)STARD 2015 guidelines for reporting diagnostic accuracy studies: explanation and elaboration (2016)Empirical Evidence of Bias (1995)Assessing the quality of reports of randomized clinical trials: Is blinding necessary? (1996)Systematic reviews: CRD's guidance for undertaking reviews in health care (2010)Developing Optimal Search Strategies for Detecting Clinically Sound Studies in MEDLINE (1994)Systematic Reviews: Identifying relevant studies for systematic reviews (1994)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Publication bias in clinical research (1991)Discrepancies between Meta-Analyses and Subsequent Large Randomized, Controlled Trials (1997)The STARD Statement for Reporting Studies of Diagnostic Accuracy: Explanation and Elaboration (2003)Development and validation of methods for assessing the quality of diagnostic accuracy studies (2004)Construct validity in psychological tests. (1955)Cochrane Handbook for Systematic Reviews of Interventions (2008)International Organization for Standardization (2011)Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist (2014)PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration (2018)Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models (1974)Latent Class Analysis (1987)Applied Latent Class Analysis (2002)STARD-BLCM: Standards for the Reporting of Diagnostic accuracy studies that use Bayesian Latent Class Models (2017)Assessing Risk of Bias in Included Studies (2008)A tailored fit that doesn’t fit all: the problem of threshold overfitting in diagnostic studies (2025)How Do “Ugly Science” and “Dirty Science” Affect the Practice of Clinical Science? (2025)QUADAS-3 Explanation and Elaboration: Guidance for Quality Assessment of Diagnostic Test Accuracy Studies (2026)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1999Empirical Evidence of Design-Related Bias in Studies of Diagnostic Tests1,860 cited
  • 2003The STARD statement for reporting studies of diagnostic accuracy: explanation and elaboration1,214 cited
  • 2003Towards Complete and Accurate Reporting of Studies of Diagnostic Accuracy: The STARD Initiative703 cited
  • 2006Evidence of bias and variation in diagnostic accuracy studies612 cited
  • 2007Evaluation of diagnostic tests when there is no gold standard. A review of methods525 cited
  • 2003Assessment of the accuracy of diagnostic tests: the cross-sectional study315 cited
  • 1999Evaluating Bias and Variability in Diagnostic Test Reports124 cited

Cited by

  • 2013Understanding the Direction of Bias in Studies of Diagnostic Test Accuracy247 cited
  • 2013Latent Class Models in Diagnostic Studies When There is No Reference Standard--A Systematic Review224 cited
  • 2023Assessing risk of bias and applicability47 cited
  • 2016Partial verification bias and incorporation bias affected accuracy estimates of diagnostic studies for biomarkers that were part of an existing composite gold standard23 cited
  • 2021Diagnostic Accuracy Studies in Radiology: How to Recognize and Address Potential Sources of Bias15 cited
  • 2023Best Practice for MRI Diagnostic Accuracy Research With Lessons and Examples from the LI‐RADS Individual Participant Data Group10 cited

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