British journal of anaesthesia
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Preoperative risk prediction is an important component of perioperative medicine. Machine learning is a powerful tool that could lead to increasingly complex risk prediction models with improved predictive performance. Careful consideration is required to guide the machine learning approach to ensure appropriate decisions are made with regard to what we are trying to predict, when we are trying to predict it, and what we seek to do with the results.
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Editorial Review
Talk before they sleep: strategies for patient-centred communication in anaesthesiology.
Patient-physician communication is an integral part of daily anaesthetic practice. Although it is an undeniably powerful means of building a solid therapeutic alliance, several of its fundamental aspects are often overlooked, which can hinder successful communication in the preoperative period. We outline these underexploited elements by analysing the various phases of preoperative patient-physician interactions to provide the practising anaesthesiologist with a useful framework for achieving thoughtful and patient-centred communication.
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The science of pilot trials is evolving, and understanding of their role in medical research is increasing. Perioperative randomised controlled trials often test interventions that are inherently multidisciplinary and complex; therefore, there might be compelling reasons to conduct pilot studies to assess feasibility and inform trial design. As pilot studies themselves require resources, investigators should not squander this opportunity; they should design them so that they properly address the sources of uncertainty regarding the success of the definitive trial.
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Editorial Review
Challenges in Enhanced Recovery After Surgery (ERAS) research.
Despite the general agreement that implementation of Enhanced Recovery After Surgery (ERAS) pathways decrease hospital length of stay, a continuous challenge that has often been neglected is a procedure- and patient-specific approach. For example, asking 'Why is the patient still in hospital?' is the original premise for ERAS. ⋯ As there are few high-quality randomised clinical trials (RCTs) that evaluate the specific role of individual preoperative, intraoperative, and postoperative elements, challenges lie ahead to identify essential ERAS elements to facilitate more widespread implementation. To achieve this goal, the balance between large RCTs and smaller detailed hypothesis-generating observational studies needs to be addressed in order to enhance knowledge and limit waste of research resources.