Articles: intensive-care-units.
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Intensive care medicine · Nov 2024
From bytes to bedside: a systematic review on the use and readiness of artificial intelligence in the neonatal and pediatric intensive care unit.
Despite its promise to enhance patient outcomes and support clinical decision making, clinical use of artificial intelligence (AI) models at the bedside remains limited. Translation of advancements in AI research into tangible clinical benefits is necessary to improve neonatal and pediatric care for critically ill patients. This systematic review seeks to assess the maturity of AI models in neonatal and pediatric intensive care unit (NICU and PICU) treatment, and their risk of bias and objectives. ⋯ The majority of AI models remain within the testing and prototyping phase and have a high risk of bias. Bridging the gap between designing and clinical implementation of AI models is needed to warrant safe and trustworthy AI models. Specific guidelines and approaches can help improve clinical outcome with usage of AI.
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Acta Anaesthesiol Scand · Nov 2024
Antibiotic stewardship with multiplex PCR for pneumonia in intensive care patients: A retrospective study.
Early initiation of targeted antibiotic therapy is important to achieve the best patient outcomes in intubated patients with pneumonia in the intensive care unit (ICU). This study aimed to investigate the applicability of multiplex polymerase chain reaction (PCR) in an ICU by comparing the test results to the results of conventional microbiological methods to assess the possible impact on antibiotic therapy. ⋯ In ICU patients with suspected pneumonia, multiplex PCR identified a higher number of pathogens compared to CMM. A retrospective assessment indicates that the use of multiplex PCR could potentially have prompted the de-escalation of antibiotic therapy in nearly half of the patients. Therefore, multiplex PCR may serve as a supplement to CMM in guiding antibiotic stewardship.
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Critical care medicine · Nov 2024
Meta AnalysisCentral Venous Oxygen Saturation for Estimating Mixed Venous Oxygen Saturation and Cardiac Index in the ICU: A Systematic Review and Meta-Analysis.
The objectives of our systematic review and meta-analyses were to determine the diagnostic accuracy of central venous oxygen saturation (Scv o2 ) in estimating mixed venous oxygen saturation (Sv o2 ) and cardiac index in critically ill patients. ⋯ There is moderate reliability for Scv o2 in predicting Sv o2 in critical care patients with variability based on sampling site and presence of sepsis. There is limited evidence on the independent use of Scv o2 in predicting cardiac index.