Articles: hospital-emergency-service.
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The global increase in neonatal visits to Pediatric Emergency Departments (PEDs) underscores the need to better understand the factors driving these visits and their implications. The often vague and nonspecific symptoms of neonates pose significant challenges for clinicians and caregivers in determining the appropriate level of care, impacting the frequency of return visits and overall effectiveness of discharge education. ⋯ This study identified specific complaints that were most likely to result in hospital admissions and return visits to the ED. This can guide targeted educational interventions for caregivers and ED providers and refinement of triage protocols to ensure that neonates receive the most appropriate and efficient care.
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Abdominal pain remains a top chief complaint for patients presenting to the emergency department (ED). Benign or emergent etiologies can present similarly. A thorough history and physical examination are critical for emergency physicians, especially for post-operative patients with concerns for a possible bowel perforation. Hysteroscopies with myomectomies are a minimally invasive surgical technique to remove fibroids. Gynecologic procedures historically have a low incidence of bowel perforation, however, in patients with post-operative pain presenting to the ED, distinguishing between a normal post-operative course and a post-operative complication can be challenging. ⋯ This patient initially presented with abdominal pain associated with nausea and vomiting following a hysteroscopy with myomectomy, where initial testing led to a possible diagnosis of enteritis. Due to her continued abdominal pain, the ED physician admitted the patient, and it was found that she had two ileum perforations from suspected uterine perforations.
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Despite research linking chemical and physical restraints to negative outcomes including unplanned intubations and psychological distress, there is little guidance for their use in the care of trauma patients. We used institutional data to describe recent trends in chemical and physical restraint in the emergency department evaluation and treatment of trauma patients and to identify characteristics associated with their use. ⋯ In this institutional study, nearly one-in-twelve trauma patients were restrained during emergency department evaluation and treatment. Restraint utilization increased during the study driven primarily by increases in ketamine and restraints utilized during trauma bay evaluation and resuscitation. Future research should assess the generalizability of these findings. It is important that rigorous guidelines are established to ensure the safe and effective use of restraints in trauma.
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Eur. J. Intern. Med. · Jan 2025
A large language model-based clinical decision support system for syncope recognition in the emergency department: A framework for clinical workflow integration.
Differentiation of syncope from transient loss of consciousness can be challenging in the emergency department (ED). Natural Language Processing (NLP) enables the analysis of free text in the electronic medical records (EMR). The present paper aimed to develop a large language models (LLM) for syncope recognition in the ED and proposed a framework for model integration within the clinical workflow. ⋯ The anamnesis model had an AUC of 0·98 for the Italian BERT and 0·97 for Multi BERT. The LLM identified syncope when not explicitly mentioned in the EMR and also recognized common prodromal symptoms preceding syncope. Both models identified syncope patients in the ED with a high discriminative capability from nurses and doctors' notes, thus potentially acting as a tool helping physicians to differentiate syncope from others transient loss of consciousness.
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Band neutrophil count greater than 10 % of the white blood cell differential (bandemia) has been associated with severe infections in emergency department (ED) patients. In January 2023, our ED instituted a critical alert for bandemia. We performed a retrospective chart review of two cohorts of emergency department patients, before and after initiation of critical alert. After critical alert initiation for bandemia, there was a 4.6-fold higher incidence of bandemia with similar baseline patient characteristics.