Predicting emergency department admissions using a machine-learning algorithm: a proof of concept with retrospective study.

Introduction: Overcrowding in emergency departments (ED) is a major public health issue, leading to increased workload and exhaustion for the teams, resulting poor outcomes. It seems interesting to be able to predict the admissions of patients in the ED.

Aim: The main objective of this study was to build and test a prediction tool for ED admissions using artificial intelligence.

Subjective risk factors of severe pain at discharge from the emergency department.

Objective: To examine the risk factors for severe pain upon discharge from the emergency department, assuming appropriate pharmacological treatment of pain, in order to improve pain relief in emergency departments and reduce the risk of potential chronic pain.

Methods: An analytic study was conducted utilizing data from a multicenter randomized controlled trial to evaluate patients' experiences upon admission and discharge from the emergency department (ED). Severe pain was defined by a score of six on a numerical rating scale of zero to ten.

Pre-hospital triage of children at risk of oesophageal button battery impaction: the button battery impaction score.

Introduction: Button battery ingestion in children can be fatal if oesophageal perforation occurs. Such children require chest radiography in the emergency department to determine the button battery position and number. Current guidelines recommend that a button battery impacted in the oesophagus should be removed within two hours.

Management of patients suffering from mild traumatic brain injury 2023.

Objective: To develop a multidisciplinary French reference that addresses initial pre- and in-hospital management of a mild traumatic brain injury patient.

Design: A panel of 22 experts was formed on request from the French Society of Emergency Medicine (SFMU) and the French Society of Anaesthesiology and Critical Care Medicine (SFAR). A policy of declaration and monitoring of links of interest was applied and respected throughout the process of producing the guidelines.

Artificial Intelligence in Emergency Medicine: Viewpoint of Current Applications and Foreseeable Opportunities and Challenges.

Emergency medicine and its services have reached a breaking point during the COVID-19 pandemic. This pandemic has highlighted the failures of a system that needs to be reconsidered, and novel approaches need to be considered. Artificial intelligence (AI) has matured to the point where it is poised to fundamentally transform health care, and applications within the emergency field are particularly promising.

Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study.

Background: Public health surveillance relies on the collection of data, often in near-real time. Recent advances in natural language processing make it possible to envisage an automated system for extracting information from electronic health records.

Objective: To study the feasibility of setting up a national trauma observatory in France, we compared the performance of several automatic language processing methods in a multiclass classification task of unstructured clinical notes.

[Angioedema and anaphylaxis, a family story].

Non-allergic angioedema has a worrying morbidity. Clinical examination is central, as C1-esterase inhibitor deficiency will not be documented in the acute phase. In the case of anaphylaxis that does not respond to adrenaline, an early diagnosis can optimise referral of the patient to a reference healthcare establishment for a specific therapeutic protocol (icatibant, C1 inhibitor) recently updated by recommendations.

[A trilogy to understand: adrenalin, allergy and anaphylaxis].

Allergy, anaphylaxis and adrenaline are three closely related terms in medicine. Upon identification or suspicion of anaphylaxis, adrenaline should be administered as soon as possible. An allergy can be characterised by anything from a simple skin rash to severe vital parameter abnormalities.

Comparison of two infant cardiopulmonary resuscitation techniques explained by phone in a non-health professionals' population: Two-thumbs encircling hand technique vs. two-fingers technique, a randomised crossover study in a simulation environment.

Background: Paediatric out-of-hospital cardiac arrest (OHCA) is the reason for an emergency call in approximately 8/100,000 person-years. Improvement of OHCA resuscitation needs a quality chain of survival and a rapid start of resuscitation. The aim of this study was to compare the efficacy of two resuscitation techniques provided on a mannequin, the two-fingers technique (TFT) and the two-thumbs encircling hand technique (TTHT), explained by a trained emergency call responder on the phone in a population of non-health professionals.

Poison control centres and alternative forms of communication: comparison of response rates between text message and telephone follow-up.

Introduction: In recent years, the number of patients managed by poison control centres (PCCs) has increased without a proportional increase in the number of physicians. To improve efficiency without neglecting patient follow-up, some PCCs have begun using text messages. We evaluated the difference in response rates between text messaging and traditional telephone follow-up.

Symptoms of Infarction in Women: Is There a Real Difference Compared to Men? A Systematic Review of the Literature with Meta-Analysis.

(1) Context: The management of acute coronary syndrome (ACS) is based on a rapid diagnosis. The aim of this study was to focus on the ACS symptoms differences according to gender, in order to contribute to the improvement of knowledge regarding the clinical presentation in women. (2) Methods: We searched for relevant literature in two electronic databases, and analyzed the symptom presentation for patients with suspected ACS.

Emergency department admissions induced by drug-drug interactions in the elderly: A cross-sectional study.

The elderly people are increasingly exposed to polymedication and therefore to the risks of drug-drug interactions (DDIs). However, there are few data available on the clinical consequences of these drug combinations. We investigated the impact of the various DDIs classified as severe in terms of emergency admissions in the elderly.

Incidence and factors associated with out-of-hospital peri-intubation cardiac arrest: a secondary analysis of the CURASMUR trial.

The Incidence of peri-intubation cardiac arrest (PICA) has been rarely assessed in the out-of-hospital setting. The objectives of this study were to assess the incidence and factors associated with PICA (cardiac arrest occurring within 15 min of intubation) in an out-of-hospital emergency setting, wherein emergency physicians perform standardized airway management using a rapid sequence intubation technique in adult patients. This was a secondary analysis of the "Succinylcholine versus Rocuronium for out-of-hospital emergency intubation" (CURASMUR) trial, which compared the first attempt intubation success rate between succinylcholine and rocuronium in adult patients requiring emergency tracheal intubation for any vital distress except cardiac arrest.

[Plea for a collegial practice of emergency psychiatric care].

The care of patients, especially in the field of agitation or psychiatry, requires close coordination between different actors. Interdisciplinarity makes it possible to analyse and harmonise the links between various disciplines with the common aim of solving complex problems. This interdisciplinarity must now become a fundamental in the teaching of health sciences and a prerequisite for the functioning of hospital services, in particular in the formalisation of acute care pathways.

[Pre-hospital management of a psychiatric emergency].

The pre-hospital care process of a patient presenting a psychiatric emergency involves many pre-hospital and hospital personnel. Identifying such high-risk situations, allowing an initial approach that is adjusted and authorises care are often very delicate moments. An adapted management, concerted within a network, allows the safety of the patient, his entourage and the interveners.