How to Assist Intensive Care Units in Improving Healthcare Quality. Development of Actionable Quality Indicators on Blood use. - Marie-José Roos-Blom; Dave Dongelmans; M. Sesmu Arbous; Evert de Jonge; Nicolette de Keizer (MIE, 2015)

A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients. - Adam Izdebski; Patrick J. Thoral; Robbert C. A. Lalisang; Dean M. McHugh; Robert Entjes; Nardo J. M. van der Meer; Dave A. Dongelmans; Age D. Boelens; Sander Rigter; Stefaan H. A. Hendriks; Remko de Jong; Marlijn J. A. Kamps; et al. (CoRR, 2021)

Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model. - Anne De Hond; Ilse M. J. Kant; Mattia Fornasa; Giovanni Cinà; Paul W. G. Elbers; Patrick Thoral; M. Sesmu Arbous; Ewout W. Steyerberg (AMIA, 2022)

Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands. - Iacopo Vagliano; Sylvia Brinkman; Ameen Abu-Hanna; M. Sesmu Arbous; Dave A. Dongelmans; Paul W. G. Elbers; Dylan W. De Lange; Mihaela van der Schaar; Nicolette F. de Keizer; Martijn C. Schut (Int. J. Medical Informatics, 2022)

Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records. - Iacopo Vagliano; Martijn C. Schut; Ameen Abu-Hanna; Dave A. Dongelmans; Dylan W. De Lange; Diederik Gommers; Olaf L. Cremer; Rob J. Bosman; Sander Rigter; Evert-Jan Wils; Tim Frenzel; Remko de Jong; et al. (Int. J. Medical Informatics, 2022)

Identifying and Predicting Postoperative Infections Based on Readily Available Electronic Health Record Data. - Siri Lise van der Meijden; Anna van Boekel; Laurens Schinkelshoek; Harry van Goor; Mark de Boer; Ewout W. Steyerberg; Bart Geerts; M. Sesmu Arbous (MIE, 2023)