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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.

, , , , , , , , , and . Int. J. Medical Informatics, (2022)

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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., , , , , , , , , and 39 other author(s). Int. J. Medical Informatics, (2022)The effect of ICU-tailored drug-drug interaction alerts on medication prescribing and monitoring: protocol for a cluster randomized stepped-wedge trial., , , , , , , , , and . BMC Medical Informatics Decis. Mak., 19 (1): 159:1-159:10 (2019)A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients., , , , , , , , , and 40 other author(s). CoRR, (2021)Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU., , , , , and . Comput. Biol. Medicine, (September 2023)Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review., , , , , , and . J. Am. Medical Informatics Assoc., 30 (5): 978-988 (April 2023)Inaccurate recording of routinely collected data items influences identification of COVID-19 patients., , , and . 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., , , , , , , , , and . Int. J. Medical Informatics, (2022)Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal., , , , , , , , and . J. Biomed. Informatics, (October 2023)Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges., , , , , , , , , and 65 other author(s). BMC Medical Informatics Decis. Mak., 24 (1): 7 (December 2024)