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

GS Collins, JB Reitsma, DG Altman, KGM Moons - Circulation, 2015 - Am Heart Assoc
Background— 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 …

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

L Wynants, B Van Calster, GS Collins, RD Riley… - 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 …

A gentle introduction to imputation of missing values

ART Donders, GJMG Van Der Heijden, T Stijnen… - 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, …

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
The TRIPOD (Transparent Reporting of a multivariable prediction model for Individual
Prognosis Or Diagnosis) Statement includes a 22-item checklist, which aims to improve the …

General and abdominal adiposity and risk of death in Europe

T Pischon, H Boeing, K Hoffmann… - … 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 …

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

KGM Moons, P Royston, Y Vergouwe, DE Grobbee… - Bmj, 2009 - bmj.com
Doctors have little specific research to draw on when predicting outcome. In this first article
in a series Karel Moons and colleagues explain why research into prognosis is important …

Prognosis and prognostic research: validating a prognostic model

DG Altman, Y Vergouwe, P Royston, KGM Moons - Bmj, 2009 - bmj.com
… Royston P, Moons KGM, Altman DG, Vergouwe Y. Prognosis and prognostic research:
developing a prognostic model. BMJ 2009;338:b604. … Moons KGM, Royston P, Vergouwe Y …

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 …

PROBAST: a tool to assess the risk of bias and applicability of prediction model studies

RF Wolff, KGM Moons, RD Riley, PF Whiting… - Annals of internal …, 2019 - acpjournals.org
Clinical prediction models combine multiple predictors to estimate risk for the presence of a
particular condition (diagnostic models) or the occurrence of a certain event in the future (…

Prognosis Research Strategy (PROGRESS) 3: prognostic model research

EW Steyerberg, KGM Moons, DA van der Windt… - PLoS …, 2013 - journals.plos.org
In this article, the third in the PROGRESS series on prognostic factor research, Sara Schroter
and colleagues review how prognostic models are developed and validated, and then …