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Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit.

, , , , , and . Journal of Biomedical Informatics, 43 (2): 273-286 (2010)

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Prognostic Bayesian networks: II: An application in the domain of cardiac surgery., , , , and . Journal of Biomedical Informatics, 40 (6): 619-630 (2007)The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial., , , , , , , , , and . BMC Med. Inf. & Decision Making, 19 (1): 159:1-159:10 (2019)Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit., , , , , and . Journal of Biomedical Informatics, 43 (2): 273-286 (2010)Design and implementation of an ICU incident registry., , and . I. J. Medical Informatics, 76 (2-3): 103-108 (2007)Research Paper: Individual and Joint Expert Judgments as Reference Standards in Artifact Detection., , , , , , , and . JAMIA, 15 (2): 227-234 (2008)Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform?, , and . AIME, volume 6747 of Lecture Notes in Computer Science, page 230-239. Springer, (2011)Comparison of Methods for Evaluation of Medical Terminological Systems., , , and . AMIA, AMIA, (2003)Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data., , , , , , and . AMIA, AMIA, (2005)Bayesian Networks for Multivariate Data Analysis and Prognostic Modelling in Cardiac Surgery., , , , and . MedInfo, volume 129 of Studies in Health Technology and Informatics, page 596-600. IOS Press, (2007)Assessing and combining repeated prognosis of physicians and temporal models in the intensive care., , , and . Artificial Intelligence in Medicine, 57 (2): 111-117 (2013)