Annals of emergency medicine
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In the coming years, artificial intelligence (AI) and machine learning will likely give rise to profound changes in the field of emergency medicine, and medicine more broadly. This article discusses these anticipated changes in terms of 3 overlapping yet distinct stages of AI development. It reviews some fundamental concepts in AI and explores their relation to clinical practice, with a focus on emergency medicine. In addition, it describes some of the applications of AI in disease diagnosis, prognosis, and treatment, as well as some of the practical issues that they raise, the barriers to their implementation, and some of the legal and regulatory challenges they create.
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Unnecessary diagnostic tests and treatments in children cared for in emergency departments (EDs) do not benefit patients, increase costs, and may result in harm. To address this low-value care, a taskforce of pediatric emergency medicine (PEM) physicians was formed to create the first PEM Choosing Wisely recommendations. Using a systematic, iterative process, the taskforce collected suggested items from an interprofessional group of 33 ED clinicians from 6 academic pediatric EDs. ⋯ All recommendations focused on decreasing diagnostic testing related to respiratory conditions, medical clearance for psychiatric conditions, seizures, constipation, and viral respiratory tract infections. A multinational PEM taskforce developed the first Choosing Wisely recommendation list for pediatric patients in the ED setting. Future activities will include dissemination efforts and interventions to improve the quality and value of care specific to recommendations.
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Violence in the emergency department (ED) has been escalating for decades worldwide. High-stress situations are commonplace in the ED and can lead to intentional and unintentional aggression from patients. Staff must be educated on the signs of violence and escalation to recognize potentially dangerous situations early. ⋯ Formalized procedures and policies should clearly assign roles for each staff member in the event of a violent patient. Training programs should be instituted and may include self-defense classes or crisis intervention courses. Emergency medicine residency programs and EDs around the country must address the rising incidence of violence within EDs through interdisciplinary policy, procedure development, and prevention and mitigation programs.