Articles: anesthesia.
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Hypotension is associated with organ injury and death in surgical and critically ill patients. In clinical practice, treating hypotension remains challenging because it can be caused by various underlying haemodynamic alterations. We aimed to identify and independently validate endotypes of hypotension in big datasets of surgical and critically ill patients using unsupervised deep learning. ⋯ Unsupervised deep learning identified four endotypes of hypotension in surgical and critically ill patients: vasodilation, hypovolaemia, myocardial depression, and bradycardia. The algorithm provides the probability of each endotype for each hypotensive data point. Identifying hypotensive endotypes could guide clinicians to causal treatments for hypotension.
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Structured training in regional anaesthesia includes pretraining on simulation-based educational platforms to establish a safe and controlled learning environment before learners are provided clinical exposure in an apprenticeship model. This scoping review was designed to appraise the educational outcomes of current simulation-based educational modalities in regional anaesthesia. ⋯ There was significant heterogeneity in the types of simulation modalities used, teaching interventions applied, study methodologies, assessment tools, and outcome measures studied. When improvisations were made to regional anaesthesia simulation platforms (hybrid simulation), there were sustained educational improvements beyond 6 months. Newer technology-enhanced innovations such as virtual, augmented, and mixed reality simulations are evolving, with early reports of educational effectiveness.
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Acute postsurgical pain after cardiac surgery is challenging to treat. Adverse effects related to the high dose opioids which have traditionally been used perioperatively in cardiac surgery have led to the adoption of alternative analgesic strategies. This review aims to highlight current evidence-based approaches to managing pain after cardiac surgery. ⋯ This paper reviews advancements in perioperative pain management for cardiac surgery patients, emphasising the shift from high-dose opioids to multimodal analgesia and regional anaesthetic techniques, and highlighting the role of multidisciplinary transitional pain services.