Robert-Jan Bosman

According to our database, Robert-Jan Bosman authored at least 14 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, R. M. de Jong, F. M. van Iersel, T. J. J. Koning, E. Rengers, N. Kusadasi, M. L. Erkamp, R. Van den Berg, C. J. M. G. Jacobs, J. L. Epker, A. A. Rijkeboer, M. T. de Bruin, P. Spronk, Annelies Draisma, D. J. Versluis, A. E. van den Berg, M. Vrolijk-de Mos, J. A. Lens, R. V. Pruijsten, H. Kieft, J. Rozendaal, Fleur G. C. A. Nooteboom, D. P. Boer, I. T. A. Janssen, L. van Gulik, M. P. Koetsier, V. M. Silderhuis, R. M. Schnabel, I. Drogt, Wouter de Ruijter, Robert-Jan Bosman, T. Frenzel, Louise C. Urlings-Strop, A. Dijkhuizen, I. Z. Hené, A. R. de Meijer, J. W. M. Holtkamp, N. Postma, A. J. G. H. Bindels, R. M. J. Wesselink, E. R. van Slobbe-Bijlsma, Peter H. J. van der Voort, B. J. W. Eikemans, D. Jannet Mehagnoul-Schipper, D. Gommers, J. G. Lutisan, M. Hoeksema, M. G. W. Barnas, Barbara Festen-Spanjer, M. van Lieshout, N. C. Gritters, Martijn van Tellingen, Gert B. Brunnekreef, J. Vandeputte, T. P. J. Dormans, M. E. Hoogendoorn, M. de Graaff, D. Moolenaar, Auke C. Reidinga, J. J. Spijkstra, R. de Waal, D. Ramnarain, Nicolette F. de Keizer, Ameen Abu-Hanna

BMC Medical Informatics Decis. Mak., December, 2024

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, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer

Int. J. Medical Informatics, 2022

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, Marco A. A. Peters, A. Karakus, Diederik Gommers, Dharmanand Ramnarain, Evert-Jan Wils, Sefanja Achterberg, Ralph Nowitzky, Walter van den Tempel, Cornelis P. C. de Jager, Fleur G. C. A. Nooteboom, Evelien Oostdijk, Peter Koetsier, Alexander D. Cornet, Auke C. Reidinga, Wouter de Ruijter, Rob J. Bosman, Tim Frenzel, Louise C. Urlings-Strop, Paul de Jong, Ellen G. M. Smit, Olaf L. Cremer, Frits H. M. van Osch, Harald J. Faber, Judith Lens, Gert B. Brunnekreef, Barbara Festen-Spanjer, Tom Dormans, Bram Simons, A. A. Rijkeboer, Annemieke Dijkstra, M. Sesmu Arbous, Marcel Aries, Menno Beukema, Rutger van Raalte, Martijn van Tellingen, Niels C. Gritters van den Oever, Paul W. G. Elbers, Giovanni Cinà

CoRR, 2021

The development of a glucose prediction model in critically ill patients.

M. van den Boorn, V. Lagerburg, Sigrid C. J. van Steen, Rosaline Wedzinga, Rob J. Bosman, Peter H. J. van der Voort

Comput. Methods Programs Biomed., 2021

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

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

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

Proceedings of the MEDINFO 2010, 2010

2008

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

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 Organ-Failure Episodes in Mortality Prediction.

Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman

Proceedings of the Artificial Intelligence in Medicine, 2007

2006

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

Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

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

Predicting Mortality in the Intensive Care Using Episodes.

Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman

Proceedings of the Mechanisms, 2005

Data-Driven Analysis of Blood Glucose Management Effectiveness.

Barry Nannings, Ameen Abu-Hanna, Robert-Jan Bosman

Proceedings of the Artificial Intelligence in Medicine, 2005