Data-Driven Analysis of Blood Glucose Management Effectiveness. - Barry Nannings; Ameen Abu-Hanna; Robert-Jan Bosman (AIME, 2005)

Predicting Mortality in the Intensive Care Using Episodes. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (IWINAC (1), 2005)

Research Paper: Use of a Computerized Guideline for Glucose Regulation in the Intensive Care Unit Improved Both Guideline Adherence and Glucose Regulation. - Emmy Rood; Robert-Jan Bosman; Johan Ids van der Spoel; Paul Taylor; Durk Freark Zandstra (J. Am. Medical Informatics Assoc., 2005)

A Markov model to describe daily changes in organ failure for patients at the ICU. - Linda Peelen; Niels Peek; Nicolette de Keizer; Evert de Jonge; Robert-Jan Bosman (MIE, 2006)

Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (AIME, 2007)

Discovery and inclusion of SOFA score episodes in mortality prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (J. Biomed. Informatics, 2007)

Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction. - Tudor Toma; Ameen Abu-Hanna; Robert-Jan Bosman (Artif. Intell. Medicine, 2008)

Using SNOMED CT to identify a Crossmap between two Classification Systems: A Comparison with an Expert-Baseda Data-Driven Strategy. - Ferishta Bakhshi-Raiez; Ronald Cornet; Robert-Jan Bosman; Hans Joore; Nicolette F. de Keizer (MedInfo, 2010)

Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. - Linda Peelen; Nicolette de Keizer; Evert de Jonge; Robert-Jan Bosman; Ameen Abu-Hanna; Niels Peek (J. Biomed. Informatics, 2010)

Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. - Tudor Toma; Robert-Jan Bosman; Arno Siebes; Niels Peek; Ameen Abu-Hanna (J. Biomed. Informatics, 2010)

The development of a glucose prediction model in critically ill patients. - Michelle van den Boorn; Vera Lagerburg; Sigrid C. J. van Steen; Rosaline Wedzinga; Rob J. Bosman; Peter H. J. van der Voort (Comput. Methods Programs Biomed., 2021)

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)

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)

Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges. - Martijn C. Schut; Dave A. Dongelmans; Dylan W. De Lange; Sylvia Brinkman; D. P. Verbiest; L. F. te Velde; E. M. van Driel; T. Rijpstra; P. H. J. Elbers; A. P. I. Houwink; L. Georgieva; E. Verweij; et al. (BMC Medical Informatics Decis. Mak., 2024)