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

…, C Wallisch, J Wilkinson, R Wolff, L Hooft, KGM Moons… - bmj, 2020 - bmj.com
Objective To review and appraise the validity and usefulness of published and preprint reports
of prediction models for prognosis of patients with covid-19, and for detecting people in …

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

…, JB Reitsma, DG Altman, KGM Moons - Annals of internal …, 2015 - acpjournals.org
Prediction models are developed to aid health care providers in estimating the probability or
risk that a specific disease or condition is present (diagnostic models) or that a specific …

A gentle introduction to imputation of missing values

…, GJMG Van Der Heijden, T Stijnen, KGM Moons - Journal of clinical …, 2006 - Elsevier
In most situations, simple techniques for handling missing data (such as complete case
analysis, overall mean imputation, and the missing-indicator method) produce biased results, …

[HTML][HTML] General and abdominal adiposity and risk of death in Europe

…, E Spencer, KGM Moons… - … England Journal of …, 2008 - Mass Medical Soc
Background Previous studies have relied predominantly on the body-mass index (BMI, the
weight in kilograms divided by the square of the height in meters) to assess the association of …

[HTML][HTML] Long-term cognitive impairment after critical illness

…, EE Vasilevskis, AK Shintani, KG Moons… - … England Journal of …, 2013 - Mass Medical Soc
Background Survivors of critical illness often have a prolonged and disabling form of cognitive
impairment that remains inadequately characterized. Methods We enrolled adults with …

Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis (TRIPOD): explanation and elaboration

KGM Moons, DG Altman, JB Reitsma… - Annals of internal …, 2015 - acpjournals.org
… Collins, Altman, Moons, and Reitsma) to organize and coordinate the development of
TRIPOD. We conducted a systematic search of MEDLINE, EMBASE, PsycINFO, and Web of …

Prognosis and prognostic research: what, why, and how?

KGM Moons, P Royston, Y Vergouwe, DE Grobbee… - Bmj, 2009 - bmj.com
… Karel GM Moons, professor of clinical epidemiology1, … In this first article in a series
Karel Moons and colleagues explain why research into prognosis is important and how to …

Prognosis and prognostic research: validating a prognostic model

DG Altman, Y Vergouwe, P Royston, KGM Moons - Bmj, 2009 - bmj.com
… Karel GM Moons, professor of clinical epidemiology2 … Justice AC, Covinsky KE, Berlin
JA. Assessing the generalizability of prognostic information. Ann Intern Med 1999;130:515-24 …

[HTML][HTML] Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist

KGM Moons, JAH de Groot, W Bouwmeester… - PLoS …, 2014 - journals.plos.org
Carl Moons and colleagues provide a checklist and background explanation for critically
appraising and extracting data from systematic reviews of prognostic and diagnostic …

Calculating the sample size required for developing a clinical prediction model

…, FE Harrell, GP Martin, JB Reitsma, KGM Moons… - Bmj, 2020 - bmj.com
… in biostatistics1, Frank E Harrell Jr professor of biostatistics2, Glen P Martin lecturer in health
data sciences3, Johannes B Reitsma associate professor4, Karel GM Moons professor of …