Artificial intelligence (AI), a branch of machine learning (ML) has been increasingly
employed in the research of trauma in various aspects. Hemorrhage is the most common …

Objective: The aim of this study was to summarize the literature on the applications of
machine learning (ML) and their performance in Emergency Medical Services (EMS) …

Introduction Over and under-triage represent a misallocation of resources that can affect
patient outcomes. The purpose of this study is to evaluate over and under-triage rates in …

Purpose Many trauma patients who are transported to our level I trauma center have minor
injuries that do not require full trauma team activation (FTTA). Thus, we implemented a two …

Introduction The American College of Surgeons (ACS) delineates trauma team activation
(TTA) criteria to identify seriously injured trauma patients in the field. Patients are deemed to …

Background: The Centers for Disease Control and Prevention Guidelines for Field Triage of
Injured Patients drive the destination decision for millions of emergency medical services …

Background Tiered trauma team activation (TTA) allows systems to optimally allocate
resources to an injured patient. Target undertriage and overtriage rates of< 5% and< 35 …

Introduction American College of Surgeons-Committee on Trauma (ACS-COT) defines
minimum Standard Criteria (SC) for Level 1 trauma. In our hospital, discretion of prehospital …

The coronavirus disease 2019 (COVID-19) pandemic has highlighted just how precious of a
resource the intensive care unit (ICU) bed is across the world. 1 Hospitals, which typically …

The American College of Surgeons (ACS) Committee on Trauma (COT) provides a set of
trauma team activation (TTA) criteria, intended to be applied in the prehospital setting to …