Articles: intensive-care-units.
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Journal of critical care · Feb 2025
Multicenter StudyIntensivists' ethical perceptions about decisions to withhold or withdraw treatment: A clinical ethics empirical investigation.
Intensive care professional societies have issued policy recommendations regarding decisions to withhold and/or withdraw treatment (Wh&Wd) that consistently classify them as ethically equivalent and ethically neutral. However, on the ground they are often perceived as "active" and morally problematic. Moreover, recent studies have highlighted personal "variability" in the way such decisions are made. Therefore, it seemed necessary to explore intensivists' different ethical perceptions about Wh&Wd decisions. ⋯ The study results allow for recognition of intensivists' moral distress about Wh&Wd decisions and open new perspectives to deal with their deep-rooted variability, most notably by working on the rationale and format of the collegial decision-making procedure.
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Multicenter Study
Scale to predict risk for refractory septic shock based on a hybrid approach using machine learning and regression modeling.
To develop a scale to predict refractory septic shock (SS) based on clinical variables recorded during initial evaluations of patients. ⋯ The RSSS had adequate diagnostic accuracy in multiple cohorts of patients diagnosed in the ED and ICU.
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Journal of critical care · Feb 2025
Multicenter StudyPrognosis of major bleeding based on residual variables and machine learning for critical patients with upper gastrointestinal bleeding: A multicenter study.
Upper gastrointestinal bleeding (UGIB) is a significant cause of morbidity and mortality worldwide. This study investigates the use of residual variables and machine learning (ML) models for predicting major bleeding in patients with severe UGIB after their first intensive care unit (ICU) admission. ⋯ ML models using residuals improved the accuracy and interpretability in predicting major bleeding during ICU admission in patients with UGIB. These interpretable features may facilitate the early identification and management of high-risk patients, thereby improving hemodynamic stability and outcomes.
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Multicenter Study Observational Study
Predicting early diagnosis of intensive care unit-acquired weakness in septic patients using critical ultrasound and biological markers.
Early diagnosis of intensive care unit-acquired weakness (ICUAW) is crucial for improving the outcomes of critically ill patients. Hence, this study was designed to identify predisposing factors for ICUAW and establish a predictive model for the early diagnosis of ICUAW. ⋯ Conclusively, a nomogram model is constructed for diagnosing ICUAW in septic patients, which is simple and rapid and allows for visual representation, with excellent diagnostic capability.
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Eur J Trauma Emerg Surg · Jan 2025
Multicenter Study Observational StudyPrevalence, incidence, and complications of malnutrition in severely injured patients.
Severely injured patients may suffer from acute disease-related or injury-related malnutrition involving a marked inflammatory response. This study investigated the prevalence and incidence of malnutrition and its relation with complications in severely injured patients admitted to the intensive care unit (ICU). ⋯ Level III, Prognostic/Epidemiological.