Current opinion in anaesthesiology
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Curr Opin Anaesthesiol · Dec 2023
ReviewThe future of postoperative vital sign monitoring in general wards: improving patient safety through continuous artificial intelligence-enabled alert formation and reduction.
Monitoring of vital signs at the general ward with continuous assessments aided by artificial intelligence (AI) is increasingly being explored in the clinical setting. This review aims to describe current evidence for continuous vital sign monitoring (CVSM) with AI-based alerts - from sensor technology, through alert reduction, impact on complications, and to user-experience during implementation. ⋯ The current evidence for AI-aided CSVM suggest a significant role for the technology in reducing the constant 10-30% in-hospital risk of severe postoperative complications. However, large, randomized trials documenting the benefit for patient improvements are still sparse. And the clinical uptake of explainable AI to improve implementation needs investigation.
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Curr Opin Anaesthesiol · Dec 2023
ReviewDecision-making in anesthesiology: will artificial intelligence make intraoperative care safer?
This article explores the impact of recent applications of artificial intelligence on clinical anesthesiologists' decision-making. ⋯ To fully realize the benefits of artificial intelligence in anesthesiology, several important considerations must be addressed, including its usability and workflow integration, appropriate level of trust placed on artificial intelligence, its impact on decision-making, the potential de-skilling of practitioners, and issues of accountability. Further research is needed to enhance anesthesiologists' clinical decision-making in collaboration with artificial intelligence.
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The aim of this article is to briefly review the pediatric ambulatory surgery landscape, identify two of the most common comorbidities affecting this population, examine the influence of pediatric obesity and sleep disordered breathing (SDB)/obstructive sleep apnea (OSA) on perioperative care, and provide information that can be used when formulating site specific criteria for ambulatory surgical centers. ⋯ Our pediatric ambulatory surgical population is anticipated to demonstrate increasing rates of obesity and SDB/OSA. Bringing attention to potential perioperative complications associated with these comorbidities provides a stronger foundation upon which to formulate criteria for individual ambulatory centers. It allows for targeted anesthetic management, influences provider assignments and/or staffing ratios, and informs scheduling times. For anesthesiologists who do not practice pediatric anesthesia daily, knowing what to anticipate plays a significant role in the ability to eliminate surprises and care for these patients safely.
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Quality indicators are used to monitor the quality and safety of care in ambulatory surgery, a specialty in which major morbidity and mortality remain low. As the demand for safe and cost-effective ambulatory surgical care continues to increase, quality indicators and metrics are becoming critical tools used to provide optimal care for these patients. ⋯ Quality indicators will continue to play a growing role in the monitoring of quality and safety in ambulatory surgery, especially with the trend towards value-based reimbursement models and efficient, cost-effective surgical care. Additionally, quality indicators are useful tools to monitor postoperative patient outcomes and recovery pathways and the efficiency of operating room utilization and scheduling.
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Curr Opin Anaesthesiol · Dec 2023
ReviewInitiatives to detect and prevent death from perioperative deterioration.
This study indicates that there are differences between hospitals in detection, as well as in adequate management of postsurgical complications, a phenomenon that is described as 'failure-to-rescue'.In this review, recent initiatives to reduce failure-to-rescue in the perioperative period are described. ⋯ Improving the complete emergency chain, including monitoring, recognition and response in the afferent limb, as well as diagnostic and treatment in the efferent limb, should lead to reduced failure-to-rescue situations in the perioperative period.