Meta-DiSc: a software for meta-analysis of test accuracy data
Top Cited Papers
Open Access
- 12 July 2006
- journal article
- review article
- Published by Springer Nature in BMC Medical Research Methodology
- Vol. 6 (1) , 31
- https://doi.org/10.1186/1471-2288-6-31
Abstract
Systematic reviews and meta-analyses of test accuracy studies are increasingly being recognised as central in guiding clinical practice. However, there is currently no dedicated and comprehensive software for meta-analysis of diagnostic data. In this article, we present Meta-DiSc, a Windows-based, user-friendly, freely available (for academic use) software that we have developed, piloted, and validated to perform diagnostic meta-analysis. Meta-DiSc a) allows exploration of heterogeneity, with a variety of statistics including chi-square, I-squared and Spearman correlation tests, b) implements meta-regression techniques to explore the relationships between study characteristics and accuracy estimates, c) performs statistical pooling of sensitivities, specificities, likelihood ratios and diagnostic odds ratios using fixed and random effects models, both overall and in subgroups and d) produces high quality figures, including forest plots and summary receiver operating characteristic curves that can be exported for use in manuscripts for publication. All computational algorithms have been validated through comparison with different statistical tools and published meta-analyses. Meta-DiSc has a Graphical User Interface with roll-down menus, dialog boxes, and online help facilities. Meta-DiSc is a comprehensive and dedicated test accuracy meta-analysis software. It has already been used and cited in several meta-analyses published in high-ranking journals. The software is publicly available at http://www.hrc.es/investigacion/metadisc_en.htm .Keywords
This publication has 22 references indexed in Scilit:
- 18F-fluoro-deoxyglucose positron emission tomography for post-treatment evaluation of malignant lymphoma: a systematic review.2006
- In-house nucleic acid amplification tests for the detection of Mycobacterium tuberculosis in sputum specimens: meta-analysis and meta-regressionBMC Microbiology, 2005
- Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviewsJournal of Clinical Epidemiology, 2005
- Predicting Difficult Intubation in Apparently Normal PatientsAnesthesiology, 2005
- A commercial line probe assay for the rapid detection of rifampicin resistance in Mycobacterium tuberculosis: a systematic review and meta-analysisBMC Infectious Diseases, 2005
- Meta-Analysis: The Value of Clinical Assessment in the Diagnosis of Deep Venous ThrombosisAnnals of Internal Medicine, 2005
- A methodological review of how heterogeneity has been examined in systematic reviews of diagnostic test accuracyHealth Technology Assessment, 2005
- Explaining heterogeneity in meta-analysis: a comparison of methodsStatistics in Medicine, 1999
- Guidelines for Meta-analyses Evaluating Diagnostic TestsAnnals of Internal Medicine, 1994
- Combining independent studies of a diagnostic test into a summary roc curve: Data‐analytic approaches and some additional considerationsStatistics in Medicine, 1993