Profile photo Ewout Steyerberg

Ewout Steyerberg

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Biography

Ewout Steyerberg is medical scientific division manager at the Julius Center for Health Sciences and Primary Care at University Medical Center Utrecht (from June 1, 2024). He has been professor at Erasmus MC and Leiden University Medical Center. He focuses primarily on prediction research. He develops and applies advanced regression analysis and machine learning techniques. His methodological areas of interest include biostatistics, cost-effectiveness, clinical epidemiology, decision analysis, comparative effectiveness and quality of care research. He has collaborated with many researchers and care-givers in major medical fields, including cardiology, oncology, neurology, surgery, internal medicine, pediatrics, and traumatic brain injury.

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Recent publications

Donor-Related Risk Factors for Normothermic Machine Perfusion in Liver Transplantation Abraham M P den Dekker, Alexander Franssen, Ewout W Steyerberg, Hwai-Ding Lam, Jason B Doppenberg, Ian P J Alwayn
Liver International, 2025, vol. 45
Early Prediction of ICU Mortality in Patients with Acute Hypoxemic Respiratory Failure Using Machine Learning Jesús Villar, Jesús M. González-Martín, Cristina Fernández, José M. Añón, Carlos Ferrando, Juan M. Mora-Ordoñez, Domingo Martínez, Fernando Mosteiro, Alfonso Ambrós, Lorena Fernández, Isabel Murcia, Anxela Vidal, David Pestaña, Miguel A. Romera, Raquel Montiel, Ana M. Domínguez-Berrot, Juan A. Soler, Estrella Gómez-Bentolila, Ewout W. Steyerberg, Tamas Szakmany
Journal of Clinical medicine, 2025, vol. 14
When, where, who, what, and why? The five Ws of workflow analysis for implementing an AI decision support tool at the intensive care Anne A.H. de Hond, Suzanne Vosslamber, Sanne Lange, Friso Engel, Mette Lindhout, Puck Noorlag, Ewout W. Steyerberg, Giovanni Cinà, M. Sesmu Arbous
Human Factors in Healthcare, 2025, vol. 7
Statistical Practice of Ordinal Outcome Analysis in Neurologic Trials Yongxi Long, Sophie C. de Ruiter, Linda W.G. Luijten, Eveline J.A. Wiegers, Diederik W.J. Dippel, Pieter A. Van Doorn, Bart C. Jacobs, Ewout W. Steyerberg
Neurology, 2025, vol. 104
Impact of a Digital Scribe System on Clinical Documentation Time and Quality Marieke Meija van Buchem, Ilse M J Kant, Liza King, Jacqueline Kazmaier, Ewout W Steyerberg, Martijn P Bauer
JMIR AI, 2024, vol. 3
The influence of the dynamic context of the pandemic on the predictive performance of mortality predictions over time in older patients hospitalized for COVID-19 Bas F.M. van Raaij, Anum Zahra, Ewout W. Steyerberg, Anne A.H. de Hond, Rosalinde A.L. Smits, Veerle M.G.T.H. van der Klei, Harmke A. Polinder-Bos, Julia Minnema, Brent Appelman, Annemieke Smorenberg, Stella Trompet, Geeske Peeters, Maarten van Smeden, Karel G.M. Moons, Jacobijn Gussekloo, Simon P. Mooijaart, Raymond Noordam
Journal of Clinical Epidemiology, 2024, vol. 179

External positions

Associate Editor - Editorial review of submitted papers - Society for Medical Decision Making

Member clinical advisory board - Review proposals - ONCODE

Reviewer - Review proposals as member Clinical Advisory Board - ONCODE

Voorzitter Statistische Adviesraad - Twee keer per jaar een vergadering over methodologie - NHR

Member of various DSMBs: iNAV; FLUID; CIAO trials - Statistische checks van lopende studies; vergaderingen in de avonduren - DSMB