How to derive and validate clinical prediction models for use in intensive care medicine

Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

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

Validation of a Clinical Prediction Model for Early Admission to the Intensive Care Unit of Patients With Pneumonia

(2012) José Labarère et al.   ACADEMIC EMERGENCY MEDICINE

Re: "Dealing With Missing Outcome Data in Randomized Trials and Observational Studies"

(2012) V. Liublinska et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Missing covariate data in clinical research: when and when not to use the missing-indicator method for analysis

(2012) R. H. H. Groenwold et al.   CANADIAN MEDICAL ASSOCIATION JOURNAL

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

Comparing risk prediction models

(2012) G. S. Collins et al.   BMJ-British Medical Journal

Consort 2010 statement: extension to cluster randomised trials

(2012) M. K. Campbell et al.   BMJ-British Medical Journal

Dealing With Missing Outcome Data in Randomized Trials and Observational Studies

(2011) Rolf H. H. Groenwold et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Severity assessment tools to guide ICU admission in community-acquired pneumonia: systematic review and meta-analysis

(2011) James D. Chalmers et al.   INTENSIVE CARE MEDICINE

Logistic regression modeling and the number of events per variable: selection bias dominates

(2011) Ewout W. Steyerberg et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Performance of logistic regression modeling: beyond the number of events per variable, the role of data structure

(2011) Delphine S. Courvoisier et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Towards a sensible comprehension of severe community-acquired pneumonia

(2010) Santiago Ewig et al.   INTENSIVE CARE MEDICINE

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY

Missing covariate data in medical research: To impute is better than to ignore

(2010) Kristel J.M. Janssen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Prognostic Models: A Methodological Framework and Review of Models for Breast Cancer

(2009) Douglas G. Altman   CANCER INVESTIGATION

Association between timing of intensive care unit admission and outcomes for emergency department patients with community-acquired pneumonia*

(2009) Bertrand Renaud et al.   CRITICAL CARE MEDICINE

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

Development and validation of a prediction model with missing predictor data: a practical approach

(2009) Yvonne Vergouwe et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Validation, updating and impact of clinical prediction rules: A review

(2008) D.B. Toll et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Updating methods improved the performance of a clinical prediction model in new patients

(2007) K.J.M. Janssen et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY