Ewout W. Steyerberg

Research interests

Publications

• Traumatic brain injury: progress and challenges in prevention, clinical care, and research

  The Lancet Neurology · 2022 · https://doi.org/10.1016/s1474-4422(22)00309-x

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

  BMJ · 2020 · https://doi.org/10.1136/bmj.m1328

• A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

  Journal of Clinical Epidemiology · 2019 · https://doi.org/10.1016/j.jclinepi.2019.02.004

• Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study

  The Lancet Neurology · 2019 · https://doi.org/10.1016/s1474-4422(19)30232-7

• A simple, step-by-step guide to interpreting decision curve analysis

  Diagnostic and Prognostic Research · 2019 · https://doi.org/10.1186/s41512-019-0064-7

• Clinical Prediction Models

  Statistics for biology and health · 2019 · 10.1007/978-3-030-16399-0

• Calibration: the Achilles heel of predictive analytics

  BMC Medicine · 2019 · 10.1186/s12916-019-1466-7

• Reporting and Interpreting Decision Curve Analysis: A Guide for Investigators

  European Urology · 2018 · 10.1016/j.eururo.2018.08.038

• Derivation and validation of the predicting bleeding complications in patients undergoing stent implantation and subsequent dual antiplatelet therapy (PRECISE-DAPT) score: a pooled analysis of individual-patient datasets from clinical trials

  The Lancet · 2017 · 10.1016/s0140-6736(17)30397-5

• Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research

  The Lancet Neurology · 2017 · 10.1016/s1474-4422(17)30371-x

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

  BMJ · 2016 · 10.1136/bmj.i6

• The number of subjects per variable required in linear regression analyses

  Journal of Clinical Epidemiology · 2015 · 10.1016/j.jclinepi.2014.12.014

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

  Annals of Internal Medicine · 2015 · https://doi.org/10.7326/m14-0698

• Neoadjuvant chemoradiotherapy plus surgery versus surgery alone for oesophageal or junctional cancer (CROSS): long-term results of a randomised controlled trial

  The Lancet Oncology · 2015 · 10.1016/s1470-2045(15)00040-6

• Prediction models need appropriate internal, internal–external, and external validation

  Journal of Clinical Epidemiology · 2015 · 10.1016/j.jclinepi.2015.04.005

• Towards better clinical prediction models: seven steps for development and an ABCD for validation

  European Heart Journal · 2014 · 10.1093/eurheartj/ehu207

• Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints

  BMC Medical Research Methodology · 2014 · 10.1186/1471-2288-14-137

• A Randomized Trial of Intraarterial Treatment for Acute Ischemic Stroke

  New England Journal of Medicine · 2014 · https://doi.org/10.1056/nejmoa1411587

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

  BMJ · 2013 · 10.1136/bmj.e5595

• Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

  PLoS Medicine · 2013 · 10.1371/journal.pmed.1001381

• Prognosis Research Strategy (PROGRESS) 2: Prognostic Factor Research

  PLoS Medicine · 2013 · 10.1371/journal.pmed.1001380

• Preoperative Chemoradiotherapy for Esophageal or Junctional Cancer

  New England Journal of Medicine · 2012 · https://doi.org/10.1056/nejmoa1112088

• Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers

  Statistics in Medicine · 2010 · 10.1002/sim.4085

• Assessing the Performance of Prediction Models

  Epidemiology · 2009 · https://doi.org/10.1097/ede.0b013e3181c30fb2

• Predicting Outcome after Traumatic Brain Injury: Development and International Validation of Prognostic Scores Based on Admission Characteristics

  PLoS Medicine · 2008 · 10.1371/journal.pmed.0050165

• Clinical Prediction Models

  Statistics in the health sciences · 2008 · 10.1007/978-0-387-77244-8

• External validation is necessary in prediction research:

  Journal of Clinical Epidemiology · 2003 · 10.1016/s0895-4356(03)00207-5

• Internal validation of predictive models

  Journal of Clinical Epidemiology · 2001 · 10.1016/s0895-4356(01)00341-9

Current projects

No projects listed.