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Improving prediction accuracy of hospital arrival vital signs using a multi-output machine learning model: a retrospective study of JSAS-registry data
The study included 10,478 patients (median age 70 years; 69% male). The model achieved mean absolute errors of 7.1 bpm for heart rate, 15.7 mmHg for systolic blood pressure, 10.8 mmHg for diastolic blood pressure, 2.9 breaths/min for respiratory…
Perceived disaster preparedness, knowledge, and skills among Sudanese healthcare professionals during the armed conflict: cross-sectional study, 2024
Disaster preparedness is a critical component of healthcare, especially in regions prone to crisis. Sudan has faced significant challenges, including armed conflict, the displacement of millions, and outbreaks of diseases such as COVID-19, acute…
Effectiveness of Finnish SISU training in enhancing prehospital personnels’ work performance: A randomised controlled pilot stud
Resilience means coping with and recovering quickly from adversities. This is a highly beneficial quality for prehospital personnel, who encounter many unforeseen stressors while on duty. This study investigated whether a novel pre-emptive resilience…
Predictors of high-acuity outcomes among 10–17-year-olds utilizing pediatric emergency services in Taiwan: a sex-based comparison of male and female adolescents
Adolescents’ emergency department (ED) presentations are multi-faceted. However, patient characteristics and chief complaints associated with severe outcomes, particularly sex differences, remain underexplored. This study aimed to identify predictors…
Risk perception of emergency medical technicians in biological disasters: a comparison between COVID-19 and Non-COVID-19 cases
Emergency medical technicians (EMTs), positioned at the forefront of medical services, are at greater risk of contracting COVID-19 and passing it on to their families and communities than others. Recognizing the risks associated with this disease can…
Navigating emotions, communication, and pain during prehospital labour: a mixed-methods survey with emergency ambulance services
Despite their crucial role in prehospital obstetric emergencies, there is little research exploring emergency medical service (EMS) personnel’s perspectives and attitudes on out-of-hospital births, including balancing the numerous needs of the…
Confronting workplace violence in emergency care: insights from global research
The key objectives of this collection were threefold. First, to establish a robust, evidence-based foundation on which healthcare professionals can form strategies to recognize, address, and manage the effects of violent crimes on patients. Second,…
Barriers to the success of cardiopulmonary resuscitation teams in emergency departments: A perspective from nurses
Cardiopulmonary arrest is one of the most important emergency situations in hospitals. Although cardiopulmonary resuscitation has long been the first step in these conditions, the low success rate of this process is still a major concern in treatment…
Comparison of Glasgow coma scale, motor component, eye component, and simplified motor scale for predicting trauma outcomes: a 13-year multicenter retrospective cohort study
To address the complexity and time-consuming nature of the full Glasgow Coma Scale (GCS), various simplified tools for assessing brain function have been proposed, such as the eye (GCSE) and motor component of the GCS (GCSM), and the Simplified Motor…
Explaining the experience of telephone cardiopulmonary resuscitation in Kermanshah emergency medical dispatch: A qualitative, phenomenological study
Telephone Cardiopulmonary Resuscitation (T-CPR), administered by Emergency Medical Dispatchers (EMDs) to bystanders at the scene of an out-of-hospital cardiac arrest (OHCA), faces significant challenges. These challenges arise when collaboration for…