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 · Feb 2024
Multicenter StudyMechanical ventilation practices in Asian intensive care units: A multicenter cross-sectional study.
This study investigated current practices of mechanical ventilation in Asian intensive care units, focusing on tidal volume, plateau pressure, and positive end-expiratory pressure (PEEP). ⋯ In Asia, low tidal volume ventilation and sufficient PEEP were underused in patients with ARDS. The majority of patients without ARDS were on intermediate tidal volumes. Country income, age, and severity of illness were associated with mortality.
-
Journal of critical care · Feb 2024
Comment Letter Multicenter Study Observational StudyLetters to editor: "Association of plasma volume status with outcomes in hospitalized Covid-19 ARDS patients: A retrospective multicenter observational study".
-
Journal of critical care · Feb 2024
Randomized Controlled Trial Multicenter StudyThe safety and efficacy of stem cells for the treatment of severe community-acquired bacterial pneumonia: A randomized clinical trial.
Evaluate the safety profile of expanded allogeneic adipose-derived mesenchymal stem cell (eASC) for the treatment of severe community-acquired bacterial pneumonia (CABP). ⋯ Cx611 was well tolerated in severe CABP. These data provide insights for future stem cell clinical study designs, endpoints and sample size calculation.
-
Journal of critical care · Feb 2024
Multicenter StudyClinical features, etiologies, and outcomes of central nervous system infections in intensive care: A multicentric retrospective study in a large Brazilian metropolitan area.
The goal of this study was to investigate severe central nervous system infections (CNSI) in adults admitted to the intensive care unit (ICU). We analyzed the clinical presentation, causes, and outcomes of these infections, while also identifying factors linked to higher in-hospital mortality rates. ⋯ Patients' overall health, prompt treatment, infection severity, and prolonged respiratory support in the ICU all significantly affect in-hospital mortality rates. Additionally, the implementation of CNSI surveillance with the used prediction tool could enhance public health policies.