Random-effects meta-analysis of the clinical utility of tests and prediction models

Multivariate meta-analysis of individual participant data helped externally validate the performance and implementation of a prediction model

(2016) Kym I.E. Snell et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

A calibration hierarchy for risk models was defined: from utopia to empirical data

(2016) Ben Van Calster et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use

(2016) Kathleen F. Kerr et al.   JOURNAL OF CLINICAL ONCOLOGY

Bayesian bivariate meta-analysis of correlated effects: Impact of the prior distributions on the between-study correlation, borrowing of strength, and joint inferences

(2016) Danielle L Burke et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

(2016) Andrew J Vickers et al.   BMJ-British Medical Journal

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

(2016) Andrew J Vickers et al.   BMJ-British Medical Journal

Decision Curve Analysis

(2015) Mark Fitzgerald et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

External validation of new risk prediction models is infrequent and reveals worse prognostic discrimination

(2015) George C.M. Siontis et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

What is the test's accuracy in my practice population? Tailored meta-analysis provides a plausible estimate

(2015) Brian H. Willis et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Nomograms in oncology: more than meets the eye

(2015) Vinod P Balachandran et al.   LANCET ONCOLOGY

Bayesian meta-analytical methods to incorporate multiple surrogate endpoints in drug development process

(2015) Sylwia Bujkiewicz et al.   STATISTICS IN MEDICINE

Summarising and validating test accuracy results across multiple studies for use in clinical practice

(2015) Richard D. Riley et al.   STATISTICS IN MEDICINE

Strategies to diagnose ovarian cancer: new evidence from phase 3 of the multicentre international IOTA study

(2014) A Testa et al.   BRITISH JOURNAL OF CANCER

Estimating a test's accuracy using tailored meta-analysis—How setting-specific data may aid study selection

(2014) Brian H. Willis et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Calibration of Risk Prediction Models

(2014) Ben Van Calster et al.   MEDICAL DECISION MAKING

How to interpret a small increase in AUC with an additional risk prediction marker: decision analysis comes through

(2014) Stuart G. Baker et al.   STATISTICS IN MEDICINE

Beyond the Usual Prediction Accuracy Metrics: Reporting Results for Clinical Decision Making

(2013) A. Russell Localio et al.   ANNALS OF INTERNAL MEDICINE

Variation of a test's sensitivity and specificity with disease prevalence

(2013) M. M. G. Leeflang et al.   CANADIAN MEDICAL ASSOCIATION JOURNAL

Multivariate meta-analysis of mixed outcomes: a Bayesian approach

(2013) Sylwia Bujkiewicz et al.   STATISTICS IN MEDICINE

Bayesian multivariate meta-analysis with multiple outcomes

(2013) Yinghui Wei et al.   STATISTICS IN MEDICINE

Adaptation of Clinical Prediction Models for Application in Local Settings

(2012) Teus H. Kappen et al.   MEDICAL DECISION MAKING

A simple decision analytic solution to the comparison of two binary diagnostic tests

(2012) Andrew J. Vickers et al.   STATISTICS IN MEDICINE

The assessment of the quality of reporting of meta-analyses in diagnostic research: a systematic review

(2011) Brian H Willis et al.   BMC Medical Research Methodology

External Validation of Diagnostic Models to Estimate the Risk of Malignancy in Adnexal Masses

(2011) C. Van Holsbeke et al.   CLINICAL CANCER RESEARCH

External Validity of Risk Models: Use of Benchmark Values to Disentangle a Case-Mix Effect From Incorrect Coefficients

(2010) Y. Vergouwe et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Ovarian cancer prediction in adnexal masses using ultrasound-based logistic regression models: a temporal and external validation study by the IOTA group

(2010) D. Timmerman et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

Meta-analysis of diagnostic accuracy studies accounting for disease prevalence: Alternative parameterizations and model selection

(2009) Haitao Chu et al.   STATISTICS IN MEDICINE

Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers

(2008) Andrew J Vickers et al.   BMC Medical Informatics and Decision Making