How to conduct a systematic review and meta-analysis of prognostic model studies

Systematic review of prediction models for pulmonary tuberculosis treatment outcomes in adults

(2021) Lauren S. Peetluk et al.   BMJ Open

Clinical prediction models: diagnosis versus prognosis

(2021) Maarten van Smeden et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The PRISMA 2020 statement: an updated guideline for reporting systematic reviews

(2021) Matthew J Page et al.   BMJ-British Medical Journal

Prognostic models for mortality after cardiac surgery in patients with infective endocarditis: a systematic review and aggregation of prediction models

(2021) Borja M. Fernandez-Felix et al.   CLINICAL MICROBIOLOGY AND INFECTION

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

(2021) Gary S Collins et al.   BMJ Open

GRADE Guidelines 28: Use of GRADE for the assessment of evidence about prognostic factors: rating certainty in identification of groups of patients with different absolute risks

(2020) Farid Foroutan et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

(2020) Laure Wynants et al.   BMJ-British Medical Journal

Optimizing a literature surveillance strategy to retrieve sound overall prognosis and risk assessment model papers

(2020) Patricia L Kavanagh et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

PROBAST: A Tool to Assess Risk of Bias and Applicability of Prediction Model Studies: Explanation and Elaboration

(2019) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies

(2019) Robert F. Wolff et al.   ANNALS OF INTERNAL MEDICINE

A guide to systematic review and meta-analysis of prognostic factor studies

(2019) Richard D Riley et al.   BMJ-British Medical Journal

Reporting of artificial intelligence prediction models

(2019) Gary S Collins et al.   LANCET

Performance of the Framingham risk models and pooled cohort equations for predicting 10-year risk of cardiovascular disease: a systematic review and meta-analysis

(2019) Johanna A. Damen et al.   BMC Medicine

Prognostic models for the clinical management of malaria and its complications: a systematic review

(2019) Tsi Njim et al.   BMJ Open

Prognostic models for outcome prediction in patients with chronic obstructive pulmonary disease: systematic review and critical appraisal

(2019) Vanesa Bellou et al.   BMJ-British Medical Journal

Calibration: the Achilles heel of predictive analytics

(2019) Ben Van Calster et al.   BMC Medicine

Poor reporting of multivariable prediction model studies: towards a targeted implementation strategy of the TRIPOD statement

(2018) Pauline Heus et al.   BMC Medicine

Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators

(2018) Ben Van Calster et al.   EUROPEAN UROLOGY

A guide to systematic review and meta-analysis of prediction model performance

(2017) Thomas P A Debray et al.   BMJ-British Medical Journal

A guide to systematic review and meta-analysis of prediction model performance

(2017) Thomas P A Debray 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

Prediction models for cardiovascular disease risk in the general population: systematic review

(2016) Johanna A A G Damen 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

Prediction models for cardiovascular disease risk in the general population: systematic review

(2016) Johanna A A G Damen et al.   BMJ-British Medical Journal

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Use of GRADE for assessment of evidence about prognosis: rating confidence in estimates of event rates in broad categories of patients

(2015) A. Iorio et al.   BMJ-British Medical Journal

Use of GRADE for assessment of evidence about prognosis: rating confidence in estimates of event rates in broad categories of patients

(2015) A. Iorio et al.   BMJ-British Medical Journal

Conducting Meta-Analyses inRwith themetaforPackage

(2015) Wolfgang Viechtbauer   Journal of Statistical Software

The Hartung-Knapp-Sidik-Jonkman method for random effects meta-analysis is straightforward and considerably outperforms the standard DerSimonian-Laird method

(2014) Joanna IntHout et al.   BMC Medical Research Methodology

Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist

(2014) Karel G. M. Moons et al.   PLOS MEDICINE

Assessing Bias in Studies of Prognostic Factors

(2013) Jill A. Hayden et al.   ANNALS OF INTERNAL MEDICINE

Prognosis research strategy (PROGRESS) 1: A framework for researching clinical outcomes

(2013) H. Hemingway et al.   BMJ-British Medical Journal

Prognosis Research Strategy (PROGRESS) 2: Prognostic Factor Research

(2013) Richard D. Riley et al.   PLOS MEDICINE

Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

(2013) Ewout W. Steyerberg et al.   PLOS MEDICINE

Performance of the original EuroSCORE

(2012) Sabrina Siregar et al.   EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY

Risk prediction models: II. External validation, model updating, and impact assessment

(2012) Karel G M Moons et al.   HEART

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

(2012) Karel G M Moons et al.   HEART

Search Filters for Finding Prognostic and Diagnostic Prediction Studies in Medline to Enhance Systematic Reviews

(2012) Geert-Jan Geersing et al.   PLoS One

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

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

Assessment of Claims of Improved Prediction Beyond the Framingham Risk Score

(2009) Ioanna Tzoulaki   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION