Using Temporal Probabilistic Knowledge for Medical Decision Making. - Nicolette de Bruijn; Peter J. F. Lucas; Karin Schurink; Marc Bonten; Andy Hoepelman (AIME, 2001)

Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data. - Stefan Visscher; Peter J. F. Lucas; Karin Schurink; Marc Bonten (AIME, 2005)

Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models. - Stefan Visscher; Peter J. F. Lucas; Marc Bonten; Karin Schurink (ISBMDA, 2005)

Modelling treatment effects in a clinical Bayesian network using Boolean threshold functions. - Stefan Visscher; Peter J. F. Lucas; Carolina A. M. Schurink; Marc J. M. Bonten (Artif. Intell. Medicine, 2009)

Cost and Effects of Different Admission Screening Strategies to Control the Spread of Methicillin-resistant Staphylococcus aureus. - Tanya Gurieva; Martin C. J. Bootsma; Marc J. M. Bonten (PLoS Comput. Biol., 2013)

Does plasmid-based beta-lactam resistance increase E. coli infections: Modelling addition and replacement mechanisms. - Noortje G. Godijk; Martin C. J. Bootsma; Henri C. van Werkhoven; Valentijn A. Schweitzer; Sabine C. de Greeff; Annelot F. Schoffelen; Marc J. M. Bonten (PLoS Comput. Biol., 2022)

Estimation of introduction and transmission rates of SARS-CoV-2 in a prospective household study. - Michiel van Boven; Christiaan H. van Dorp; Ilse Westerhof; Vincent Jaddoe; Valerie Heuvelman; Liesbeth Duijts; Elandri Fourie; Judith Sluiter-Post; Marlies A. van Houten; Paul Badoux; Sjoerd Euser; Bjorn Herpers; et al. (PLoS Comput. Biol., 2024)

Early detection of ICU-acquired infections using high-frequency electronic health record data. - Meri Varkila; Giacomo Lancia; Maarten van Smeden; Marc J. M. Bonten; Cristian Spitoni; Olaf L. Cremer (BMC Medical Informatics Decis. Mak., 2025)