Journal of critical care
-
Journal of critical care · Apr 2024
Multicenter StudyDevelopment and validation of a machine learning model to predict the use of renal replacement therapy in 14,374 patients with COVID-19.
To develop a model to predict the use of renal replacement therapy (RRT) in COVID-19 patients. ⋯ An early ML model using easily available clinical and laboratory data accurately predicted the use of RRT in critically ill patients with COVID-19. Our study demonstrates that using ML techniques is feasible to provide early prediction of use of RRT in COVID-19 patients.
-
Journal of critical care · Apr 2024
Multicenter StudyCannabis use disorders and outcome of admission to intensive care: A retrospective multi-centre cohort study.
To identify factors associated with cannabinoid use among patients admitted to ICU and its impact on survival. ⋯ Cannabinoid-use disorders were present in 0.8% of ICU admissions in our region and were associated with increased ICU length of stay. Further studies are needed to examine cannabinoids as contributors to and modifiers of critical illness.