Academic emergency medicine : official journal of the Society for Academic Emergency Medicine
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Syncope is a frequent reason for hospitalization from the emergency department (ED), but the benefit of hospitalization is unclear. This systematic review and meta-analysis (SRMA) aims to cohere and synthesize the best current evidence regarding the potential benefit of hospitalization for ED syncope patients for developing an evidence-based ED syncope management guideline. ⋯ Due to the uncertainty of the available evidence, this SRMA's findings do not support a recommendation for or against hospitalizing patients presenting to ED with syncope. However, discharging low-risk patients with syncope from the ED is associated with a low risk of short-term adverse events.
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Artificial intelligence (AI)-based clinical decision support (CDS) has the potential to augment high-stakes clinical decisions in the emergency department (ED). However, its current usage and translation to implementation remains poorly understood. We asked: (1) What is the current landscape of AI-CDS for individual patient care in the ED? and (2) What phases of development have AI-CDS tools achieved? ⋯ By thoroughly mapping the landscape of AI-CDS in the ED, we demonstrate a rapidly increasing volume of studies covering a breadth of clinical applications, yet few have achieved advanced phases of testing or implementation. A more granular understanding of the barriers and facilitators to implementing AI-CDS in the ED is needed.