Evaluating accuracy of diagnostic tests with intermediate results in the absence of a gold standard

H Xu, MA Black, BA Craig - Statistics in Medicine, 2013 - Wiley Online Library
Intermediate test results often occur with diagnostic tests. When assessing diagnostic
accuracy, it is important to properly report and account for these results. In the literature …

A review of solutions for diagnostic accuracy studies with an imperfect or missing reference standard

JB Reitsma, AWS Rutjes, KS Khan… - Journal of clinical …, 2009 - Elsevier
OBJECTIVE: In diagnostic accuracy studies, the reference standard may be imperfect or not
available in all patients. We systematically reviewed the proposed solutions for these …

Effect of dependent errors in the assessment of diagnostic or screening test accuracy when the reference standard is imperfect

SD Walter, P Macaskill, SJ Lord, L Irwig - Statistics in medicine, 2012 - Wiley Online Library
When no gold standard is available to evaluate a diagnostic or screening test, as is often the
case, an imperfect reference standard test must be used instead. Furthermore, the errors of …

[HTML][HTML] Statistical methods to correct for verification bias in diagnostic studies are inadequate when there are few false negatives: a simulation study

AM Cronin, AJ Vickers - BMC Medical Research Methodology, 2008 - Springer
Background A common feature of diagnostic research is that results for a diagnostic gold
standard are available primarily for patients who are positive for the test under investigation …

Meta‐analysis of diagnostic accuracy studies with multiple thresholds: comparison of different approaches

A Zapf, C Albert, C Frömke, M Haase… - Biometrical …, 2021 - Wiley Online Library
Methods for standard meta‐analysis of diagnostic test accuracy studies are well established
and understood. For the more complex case in which studies report test accuracy across …

Sample size calculations for evaluating a diagnostic test when the gold standard is missing at random

AS Kosinski, Y Chen, RH Lyles - Statistics in medicine, 2010 - Wiley Online Library
Performance of a diagnostic test is ideally evaluated by a comparison of the test results to a
gold standard for all the patients in a study. In practice, however, it is common for a subset of …

Adjusting for verification bias in diagnostic test evaluation: a Bayesian approach

M Buzoianu, JB Kadane - Statistics in medicine, 2008 - Wiley Online Library
Obtaining accurate estimates of the performance of a diagnostic test for some population of
patients might be difficult when the sample of subjects used for this purpose is not …

[HTML][HTML] Detection and diagnostic overall accuracy measures of medical tests

G Grunau, S Linn - Rambam Maimonides medical journal, 2018 - ncbi.nlm.nih.gov
Detection and Diagnostic Overall Accuracy Measures of Medical Tests - PMC Back to Top Skip
to main content NIH NLM Logo Access keys NCBI Homepage MyNCBI Homepage Main …

[PDF][PDF] Partial and differential verification in diagnostic accuracy studies

AWS Rutjes, JB Reitsma, L Irwig… - Sources of bias and …, 2005 - researchgate.net
Background: In diagnostic accuracy studies, index test results are verified by comparing
them with results of the reference standard. In some studies there is partial verification, when …

Estimating diagnostic accuracy without a gold standard: a continued controversy

J Collins, PS Albert - Journal of biopharmaceutical statistics, 2016 - Taylor & Francis
There is a wide body of literature in biostatistics and epidemiology literature about
estimating diagnostic accuracy, such as sensitivity and specificity of a binary test, without a …