British journal of anaesthesia
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Postoperative mortality in Africa is twice that of wealthier countries. The SMARTER trial underscores this critical issue and aims to address the high mortality rates by harnessing a readily available resource requiring minimal funding. Conducted in Mbale, Uganda, this innovative trial trained family members to monitor basic vital signs following surgery. ⋯ Although the results demonstrate a potential for increasing the capacity to rescue in the postoperative period, there is a need for further research to assess real-world effectiveness. Any improvement in patient monitoring would be limited by the system's capacity to respond effectively to escalations made by family members and the possible inaccuracy of their monitoring. Intervening earlier in the preoperative pathway can reduce the need to rescue postoperatively, but the SMARTER intervention has the potential to contribute to the larger effort needed to reduce surgical deaths globally in resource-limited settings.
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Machine learning (ML) algorithms hold significant potential for extracting valuable clinical information from big data, surpassing the processing capabilities of the human brain. However, it would be naïve to believe that ML algorithms can consistently transform data into actionable insights. ⋯ Additionally, ML algorithms might not be necessary for analysing 'small data', such as a limited number of haemodynamic variables. In this respect, whether haemodynamic profiling with an ML algorithm offers advantages over straightforward classification tables or simple visual decision support tools remains unclear.
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Perioperative neuronal injury includes both delirium and postoperative cognitive decline, and has profound potentially long-term effects on surgical patients and an economic cost. Recent advances have been made in the underlying biological causes of these injuries, including validation of biomarkers of neuronal damage such as neurofilament light, further understanding of the inflammatory pathways and mediators responsible for neuronal injuries, metabolic triggers, and the role of ischaemia. Several novel approaches to perioperative protection of brain health are also being trialled. We summarise the current evidence regarding the causes of neuronal injury, and work taking place related to its prevention and treatment.
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Neuromuscular blocking agents are a common cause of perioperative hypersensitivity. The sensitivity and specificity of skin tests and in vitro tests in this context have not been determined conclusively, which poses a barrier to accurate diagnosis. ⋯ However, its use is currently limited to specialised centres, and a standardised approach to testing has not yet been established. This article summarises the role of challenge testing to neuromuscular blocking agents and highlights the advantages and disadvantages of the different approaches.
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Despite the numerous recent trials, systematic reviews and meta-analyses have not conclusively shown superiority of videolaryngoscopy over other techniques for tracheal intubation of children. Clinical trials have shown significant differences using various outcome measures, but the overall clinical evidence remains weak. An international group of experts is currently working on developing good clinical research practice guidelines for paediatric airway management research, with the ultimate aim of identifying a core set of outcomes to be applied to develop future robust and comparable trials.