Journal of critical care
-
Journal of critical care · Oct 2024
ReviewFamily-centered interventions and patient outcomes in the adult intensive care unit: A systematic review of randomized controlled trials.
There is a need to understand how family engagement in the intensive care unit (ICU) impacts patient outcomes. We reviewed the literature for randomized family-centered interventions with patient-related outcomes in the adult ICU. ⋯ The systematic review found that nearly two-thirds of randomized clinical trials of family-centered interventions in the adult ICU improved patient outcomes. Studies found improvements in patient mental health, care satisfaction, physiological indices, and clinical outcomes. There were no studies reporting worse patient outcomes. Meaning: Many family-centered interventions can improve patient outcomes.
-
Journal of critical care · Oct 2024
ReviewImproving sepsis classification performance with artificial intelligence algorithms: A comprehensive overview of healthcare applications.
This study investigates the potential of machine learning (ML) algorithms in improving sepsis diagnosis and prediction, focusing on their relevance in healthcare decision-making. The primary objective is to contribute to healthcare decision-making by evaluating the performance of various supervised and unsupervised models. ⋯ The study emphasizes the potential benefits of ML algorithms in sepsis management, advocating for ongoing research to optimize performance and ensure ethical utilization in healthcare decision-making. Ethical considerations, interpretability, and transparency are crucial factors in implementing these algorithms in clinical practice.
-
Journal of critical care · Oct 2024
Enhancing Sepsis prognosis: Integrating social determinants and demographic variables into a comprehensive model for critically ill patients.
The Sequential Organ Failure Assessment (SOFA) score monitors organ failure and defines sepsis but may not fully capture factors influencing sepsis mortality. Socioeconomic and demographic impacts on sepsis outcomes have been highlighted recently. ⋯ Adding patient-specific demographic and socioeconomic information to clinical metrics significantly improves sepsis mortality prediction. This suggests a more comprehensive, multidimensional prognostic approach is needed for accurate sepsis outcome predictions.
-
Journal of critical care · Oct 2024
Determinants of beta-lactam PK/PD target attainment in critically ill patients: A single center retrospective study.
We aimed to identify factors associated with achieving target BL plasma concentrations and describe real world data for therapeutic drug monitoring (TDM). ⋯ Achieving target BL plasma concentrations remains challenging in ICUs. Identifying predictive factors of BL target attainment would favor implementing rapid dosing optimization strategies in both under and overdosing high risk patients.