The American journal of emergency medicine
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Comparative Study
The accuracy of Gemini, GPT-4, and GPT-4o in ECG analysis: A comparison with cardiologists and emergency medicine specialists.
GPT-4, GPT-4o and Gemini advanced, which are among the well-known large language models (LLMs), have the capability to recognize and interpret visual data. When the literature is examined, there are a very limited number of studies examining the ECG performance of GPT-4. However, there is no study in the literature examining the success of Gemini and GPT-4o in ECG evaluation. The aim of our study is to evaluate the performance of GPT-4, GPT-4o, and Gemini in ECG evaluation, assess their usability in the medical field, and compare their accuracy rates in ECG interpretation with those of cardiologists and emergency medicine specialists. ⋯ While GPT-4o shows promise, especially in more challenging ECG questions, and may have potential as an assistant for ECG evaluation, its performance in routine and overall assessments still lags behind human specialists. The limited accuracy and consistency of GPT-4 and Gemini suggest that their current use in clinical ECG interpretation is risky.
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The standard of care for congestive heart failure (CHF) aims to slow disease progression and maximize patient function, however there is an increase in emergency department (ED) revisits and readmissions. Social risk factors play a role in the disease management and prognosis of CHF. There is a gap in the identification of low-risk CHF patient who would be safely discharged using an initial social risk factor stratification. ⋯ This study suggests establishing a social risk profile for patients presenting to the ED with CHF can help formulate a CHF-specific care plan and optimize multidisciplinary management to reduce ED revisits and readmissions.
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Comparative Study
Comparative safety and efficacy of a hybrid intravenous and oral diltiazem protocol for acute rate control in the emergency department.
Intravenous diltiazem has experienced numerous supply shortages over the past few years. The purpose of this study was to compare the safety and efficacy of a traditional diltiazem intravenous bolus and continuous infusion protocol to a diltiazem intravenous bolus and oral maintenance protocol for acute rate control in the emergency department. ⋯ Results of this study demonstrated no difference in acute rate control when using a hybrid IV and oral diltiazem protocol, compared to a traditional IV bolus and infusion strategy. This information supports the further use of a hybrid diltiazem IV and oral protocol, which provides increased flexibility during shortages of either medication.
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To determine frequency that ED visits are needed, and the most common chief complaints and medications prescribed to Veterans with spinal cord injuries and disorders (SCI/D). ⋯ This national study of Veterans with SCI/D characterized ED healthcare utilization. Overall, more than half of Veterans with SCI/D required an ED visit during the five-year study period and over one third of Veterans in each fiscal year required an ED visit. Interventions to target prevention of ED visits and subsequent hospitalizations could focus on these areas.