Predictive modelling of transport decisions and resources optimisation in pre-hospital setting using machine learning techniques
Background The global evolution of pre-hospital care systems faces dynamic challenges,
particularly in multinational settings. Machine learning (ML) techniques enable the …
particularly in multinational settings. Machine learning (ML) techniques enable the …
Factors influencing non-conveyance care encounters in the ambulance service, registered nurses experiences-a qualitative study
L Granlund, I Brännström, V Lindström - BMC nursing, 2024 - Springer
Background There is a notable variation in the percentage of non-conveyed patients within
the ambulance service. Discharging patients at the scene includes a risk of adverse events …
the ambulance service. Discharging patients at the scene includes a risk of adverse events …
Provision of bystander CPR for out-of-hospital cardiac arrest in the Middle East: a retrospective gender-based analysis
Background Previous studies conducted in North America, Europe, and East Asia (Liu et al.,
EClinicalMedicine 44: 101293, 2022; Matsui et al., JAMA Netw Open 2: e195111, 2019; …
EClinicalMedicine 44: 101293, 2022; Matsui et al., JAMA Netw Open 2: e195111, 2019; …
The awareness of public about the Emergency Medical Services in the Eastern region of Saudi Arabia
Emergency Medical Services (EMS) are crucial for immediate medical assistance during life-
threatening situations. However, insufficient public awareness about EMS services can …
threatening situations. However, insufficient public awareness about EMS services can …
Exploring factors influencing time from dispatch to unit availability according to the transport decision in the pre-hospital setting: an exploratory study
Background Efficient resource distribution is important. Despite extensive research on
response timings within ambulance services, nuances of time from unit dispatch to …
response timings within ambulance services, nuances of time from unit dispatch to …
Utilization of emergency medical service and its associated factors among patients visited public hospitals at Hawassa City, Sidama Region, Ethiopia, 2023
Z Mekonen, W Jemebere, AT Chekol, F Tadesse… - Heliyon, 2024 - cell.com
Background The burden of emergency medical conditions is borne mostly by poorer nations,
with a 6% increase in deaths of adults and children due to emergency conditions between …
with a 6% increase in deaths of adults and children due to emergency conditions between …
Enhancing Patient Safety in Prehospital Environment: Analyzing Patient Perspectives on Non-Transport Decisions With Natural Language Processing and Machine …
Objective This research explored the experiences and perspectives of patients declining
hospital transportation after receiving prehospital emergency care using advanced …
hospital transportation after receiving prehospital emergency care using advanced …
A Dynamic Redeployment System for Mobile Ambulances in Qatar, Empowered by Deep Reinforcement Learning
Efficiently managing ambulance deployment is crucial for the success of emergency medical
services, ensuring timely responses and life-saving care delivery. The initial ambulance …
services, ensuring timely responses and life-saving care delivery. The initial ambulance …
Patient-centric perspectives on non-conveyance decisions following pre-hospital emergency calls: A qualitative study
Background: Patient-centered care is a foundation for high-quality healthcare delivery and is
recognized by the Institute of Medicine as one of the six key elements of healthcare quality. It …
recognized by the Institute of Medicine as one of the six key elements of healthcare quality. It …