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Despite being life-threateningly ill or injured, patients were still able to describe their unique needs—which were not only related to biomedical care. A relationship was established between healthcare professionals and the patient in the initial…

Sixty studies covering 57 ML algorithms were included. Logistic Regression (LR) was the most used model, while eXtreme Gradient Boosting (XGBoost), decision tree-based algorithms with Gradient Boosting (GB), and Deep Neural Networks (DNNs) showed…

Emergency medical services often serve as the initial point of contact for septic patients, offering crucial pre-hospital intervention opportunities. However, the efficacy of pre-hospital interventions remains uncertain. From this perspective, we’ll…

The study included 3,424 patients, with 342 in the VL group and 3,082 in the DL group. The initial analysis revealed no significant differences in the intubation success rates between the two methods. However, the VL group experienced fewer…

PHCs had designated space for triage with less equipped emergency services and outpatient departments (OPDs) and received severely ill patients rarely. Although prioritizing critical patients and prompt care was part of the services, there was a lack…

Of 32,162 eligible patients, 23,297 had hs-cTn levels ≤ 50 ng/L. Patients with negative but measurable hs-cTn levels had higher rates of 90-days CAG (1.8% vs. 0.5%, p 

Among the 1,714 transportations, 943 patients had confirmed strokes. Prehospital care constituted 58% of total emergency care time until imaging. Patients with confirmed stroke had reduced in-hospital times while patients receiving treatment…

140,282 elderly patients were identified as having been transferred from LTCHs to EDs. Of these, 38,180 patients received emergency care in the EDs and were discharged back to LTCHs. Among them, 679 patients were returned to LTCHs after receiving…

A total of 525 local (18%) and international disaster responders (81%) participated in the study. Of these responders, 46% reported physical or mental health problems during or after their deployment, 15% required medical care during the mission, and…