Current opinion in critical care
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Curr Opin Crit Care · Dec 2024
ReviewAdvances in critical care nephrology through artificial intelligence.
This review explores the transformative advancement, potential application, and impact of artificial intelligence (AI), particularly machine learning (ML) and large language models (LLMs), on critical care nephrology. ⋯ The integration of AI in critical care nephrology has the potential to revolutionize the management of AKI and continuous renal replacement therapy. While AI holds immense promise for improving patient outcomes, its successful implementation requires ongoing training, education, and collaboration among nephrologists, intensivists, and AI experts.
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Acute kidney injury (AKI) is commonly encountered in critical care medicine as is intravenous fluid therapy. It is accepted that there is interplay between fluid use and AKI, both potentially positive and negative. An understanding of the physiological rationale for fluid is important to help clinicians when considering fluid therapy in patients with, or at risk for AKI; this includes understanding choice of fluid, method of monitoring, administration and clinical sequelae. ⋯ This review assesses the physiological rationale for fluid use in ICU cohorts with AKI of various types, as well as a systematic approach for choice of fluid therapy using a number of different variables, which aims to help guide clinicians in managing fluid use and fluid balance in critically ill patients with AKI.
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Curr Opin Crit Care · Dec 2024
ReviewCerebral oximetry in high-risk surgical patients: where are we?
This review aims to summarize the latest evidence on the role of near-infrared spectroscopy (NIRS) in monitoring cerebral oxygenation in high-risk surgical patients, including both cardiac and noncardiac surgeries, and to present a new algorithm for its application. ⋯ Despite its limitations, including spatial resolution and interindividual variability, NIRS is a useful tool for intraoperative cerebral monitoring. Further studies are needed to confirm its broader applicability in noncardiac surgeries, but current evidence supports its role in reducing postoperative complications especially in cardiac surgeries.
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Airway management is one of the most challenging aspects in the field of anesthesia. This is also the case when an emergency airway situation arises in the postoperative patient. These airway procedures are often classified as advanced with high complexity. This article aims to address emergency airway management in the post anesthesia care unit. ⋯ This article focuses on emergency airway management in the post anesthesia-care unit. A questionnaire for risk assessment and improvement of quality of care is presented. Different types of emergencies are discussed, i.e., due to medication, medical conditions (e.g., obstructive sleep apnea, pulmonary problems, stridor), procedural related emergencies (e.g., neurosurgery, head and neck surgery) and cardiac arrest. Each specific cause of emergency needs a different approach. A PACU airway rescue flowchart is presented.
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This review discusses novel concepts of acute kidney injury (AKI), including subphenotyping, which may facilitate the development of target treatment strategies for specific subgroups of patients to achieve precision medicine. ⋯ Subphenotyping of AKI may provide a new understanding of this syndrome and guide targeted treatment strategies in order to improve patient outcomes.