Articles: anesthesia.
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The rapidly developing field of artificial intelligence (AI) may soon equip clinicians with algorithms that model and predict perioperative problems with extreme accuracy. Here, we outline emerging AI applications in preoperative risk stratification and intraoperative event prediction, where algorithm performance has been shown to outstrip commonly used conventional risk prediction tools. While offering an enticing view of a novel perioperative practice with superhuman foresight, AI's limited scope and lack of transparency remain key challenges for widespread adoption. As yet it is unclear whether machine learning alone can influence human clinical practice to exert real-world effects on patient outcomes.
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Anesthesia and analgesia · Aug 2024
Emergency Anesthesiology Encounters, Care Practices, and Outcomes for Patients with Firearm Injuries: A 9-Year Single-Center US Level 1 Trauma Experience.
Firearm injuries cause significant morbidity and mortality. Patients with firearm injuries require urgent/emergency operative procedures but the literature incompletely describes how anesthesia care and outcomes differ between high acuity trauma patients with and without firearm injuries. Our objective was to examine anesthesia care, resource utilization, and outcomes of patients with acute firearm injuries compared to nonfirearm injuries. ⋯ Over the study period, anesthesiologists increasingly cared for patients with firearm injuries, who often present outside of daytime hours and require urgent operative intervention. Operating room readiness and high-intensity resuscitation capacity, such as access to hemostatic control measures, are critical to achieving intraoperative survival and favorable postoperative outcomes, particularly for patients with firearm injuries.
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Anesthesia and analgesia · Aug 2024
3-Dimensional Virtual Reality Versus 2-Dimensional Video for Distraction During the Induction of Anesthesia in Children to Reduce Anxiety: A Randomized Controlled Trial.
Preoperative anxiety is common in children. It can contribute to negative experiences with anesthetic induction and may cause adverse physiological and psychological effects. Virtual reality (VR) and electronic tablet devices are 2 audiovisual distraction tools that may help to reduce anxiety and enhance the preoperative experience. This study aimed to compare the use of an immersive 3-dimensional (3D) VR to 2-dimensional (2D) video on anxiety in children during induction of general anesthesia. ⋯ This randomized controlled trial demonstrated that preoperative anxiety was equally low and induction compliance high with both 3D VR and 2D video distraction in children with parental presence during anesthetic induction.