Articles: emergency-department.
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Frailty affects approximately one in two patients over 70 years of age in the emergency department. These are inadequately identified as high-risk patients using conventional triage tools. Frailty screening improves the identification of high-risk patients with increased hospitalisation and readmission rates, 30-day and one-year mortality. ⋯ Inpatient admission is partly avoidable, even if this is associated with health risks. This should be discussed with the patient within the framework of participatory decision-making. In advanced frailty, the needs correspond to those of palliative patients.
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The emergency department (ED) triage process serves as a crucial first step for patients seeking acute care, This initial assessment holds crucial implications for patient survival and prognosis. In this study, a systematic review of the existing literature was performed to investigate the performance of machine learning (ML) models in recognizing and predicting the need for intensive care among ED patients. ⋯ ML models have demonstrated good performance in identifying and predicting critically ill patients in ED triage. However, because of the limited number of studies on each model, further high-quality prospective research is needed to validate these findings.
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Identifying higher risk groups could reveal ways to prevent critical emergency department (ED) revisits. The study objectives were to determine the rate of critical ED revisits among children discharged from the ED and to identify factors associated with critical revisits. ⋯ Critical revisits after ED discharge were uncommon among children in our study sample, with revisits resulting in patient death within 3 days of an ED discharge being rare. Given the short time interval between ED discharges, however, future research should focus on understanding higher risk patients among those with asthma and a history of complex chronic conditions.