Dave Dongelmans

According to our database, Dave Dongelmans authored at least 19 papers between 2010 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

Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data.

Ameet R. Jagesar, Martijn Otten, Tariq A. Dam, Laurens Biesheuvel, Dave A. Dongelmans, Sylvia Brinkman, Patrick J. Thoral, Vincent François-Lavet, Armand R. J. Girbes, Nicolette de Keizer, Harm-Jan de Grooth, Paul W. G. Elbers

Int. J. Medical Informatics, 2024

Comparing causal random forest and linear regression to estimate the independent association of organisational factors with ICU efficiency.

Leonardo S. L. Bastos, Safira A. Wortel, Ferishta Bakhshi-Raiez, Ameen Abu-Hanna, Dave A. Dongelmans, Jorge I. F. Salluh, Fernando G. Zampieri, Gastón Burghi, Silvio Hamacher, Fernando A. Bozza, Nicolette F. de Keizer, Marcio Soares

Int. J. Medical Informatics, 2024

Feasibility of Calculating Indicators for Intensive Care Unit Antibiotic Use Based on Routine Electronic Health Record Data.

Marie-José Roos-Blom, Dave Dongelmans, Nicolette de Keizer

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal.

Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna

J. Biomed. Informatics, October, 2023

Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU.

Iacopo Vagliano, Maurice Y. Kingma, Dave A. Dongelmans, Dylan W. De Lange, Nicolette F. de Keizer, Martijn C. Schut

Comput. Biol. Medicine, September, 2023

Assessing the FAIRness of databases on the EHDEN portal: A case study on two Dutch ICU databases.

Daniel P. Püttmann, Rowdy de Groot, Nicolette de Keizer, Ronald Cornet, Paul W. G. Elbers, Dave Dongelmans, Ferishta Bakhshi-Raiez

Int. J. Medical Informatics, August, 2023

Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review.

Izak A. R. Yasrebi-de Kom, Dave A. Dongelmans, Nicolette F. de Keizer, Kitty J. Jager, Martijn C. Schut, Ameen Abu-Hanna, Joanna E. Klopotowska

J. Am. Medical Informatics Assoc., April, 2023

Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury.

Izak A. R. Yasrebi-de Kom, Joanna E. Klopotowska, Dave Dongelmans, Nicolette de Keizer, Kitty J. Jager, Ameen Abu-Hanna, Giovanni Cinà

CoRR, 2023

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

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

Inaccurate recording of routinely collected data items influences identification of COVID-19 patients.

Eva S. Klappe, Ronald Cornet, Dave A. Dongelmans, 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

2019

The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial.

Tinka Bakker, Joanna E. Klopotowska, Saeid Eslami, Dylan W. De Lange, Rob J. van Marum, Heleen van der Sijs, Evert de Jonge, Dave A. Dongelmans, Nicolette F. de Keizer, Ameen Abu-Hanna

BMC Medical Informatics Decis. Mak., 2019

2015

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

Proceedings of the Digital Healthcare Empowering Europeans, 2015

2012

Effects of two different levels of computerized decision support on blood glucose regulation in critically ill patients.

Saeid Eslami, Nicolette de Keizer, Dave Dongelmans, Evert de Jonge, Marcus J. Schultz, Ameen Abu-Hanna

Int. J. Medical Informatics, 2012

A usability evaluation of a SNOMED CT based compositional interface terminology for intensive care.

Ferishta Bakhshi-Raiez, Nicolette de Keizer, Ronald Cornet, M. Dorrepaal, Dave Dongelmans, Monique W. M. Jaspers

Int. J. Medical Informatics, 2012

2011

Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems.

Saeid Eslami, Nicolette de Keizer, Evert de Jonge, Dave Dongelmans, Marcus J. Schultz, Ameen Abu-Hanna

Proceedings of the Artificial Intelligence in Medicine, 2011

2010

PRIM versus CART in subgroup discovery: When patience is harmful.

Ameen Abu-Hanna, Barry Nannings, Dave Dongelmans, Arie Hasman

J. Biomed. Informatics, 2010