A validation of machine learning-based risk scores in the prehospital setting

Prehospital National Early Warning Score predicts early mortality

(2019) Jussi Pirneskoski et al.   ACTA ANAESTHESIOLOGICA SCANDINAVICA

Machine learning as a supportive tool to recognize cardiac arrest in emergency calls

(2019) Stig Nikolaj Blomberg et al.   RESUSCITATION

Associations Between Crowding and Ten-Day Mortality Among Patients Allocated Lower Triage Acuity Levels Without Need of Acute Hospital Care on Departure From the Emergency Department

(2019) Lena M. Berg et al.   ANNALS OF EMERGENCY MEDICINE

Assessing Severity of Illness in Patients Transported to Hospital by Paramedics: External Validation of 3 Prognostic Scores

(2019) Daniel J. Lane et al.   Prehospital Emergency Care

Machine learning approaches for predicting disposition of asthma and COPD exacerbations in the ED

(2018) Tadahiro Goto et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

Machine-Learning-Based Electronic Triage More Accurately Differentiates Patients With Respect to Clinical Outcomes Compared With the Emergency Severity Index

(2018) Scott Levin et al.   ANNALS OF EMERGENCY MEDICINE

The ambulance nurse experiences of non-conveying patients

(2018) Erik Höglund et al.   JOURNAL OF CLINICAL NURSING

Predicting hospital admission at emergency department triage using machine learning

(2018) Woo Suk Hong et al.   PLoS One

Can early warning scores identify deteriorating patients in pre-hospital settings? A systematic review

(2018) Rita Patel et al.   RESUSCITATION

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

(2018) Milena A. Gianfrancesco et al.   JAMA Internal Medicine

The accuracy of medical dispatch - a systematic review

(2018) K. Bohm et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Using the National Early Warning Score (NEWS) outside acute hospital settings: a qualitative study of staff experiences in the West of England

(2018) Emer Brangan et al.   BMJ Open

A machine learning approach to triaging patients with chronic obstructive pulmonary disease

(2017) Sumanth Swaminathan et al.   PLoS One

An Electronic Emergency Triage System to Improve Patient Distribution by Critical Outcomes

(2016) Andrea Freyer Dugas et al.   JOURNAL OF EMERGENCY MEDICINE

Cost-Effectiveness of Field Trauma Triage among Injured Adults Served by Emergency Medical Services

(2016) Craig D. Newgard et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement

(2015) Gary S. Collins et al.   ANNALS OF INTERNAL MEDICINE

Validation of the National Early Warning Score in the prehospital setting

(2015) Daniel J. Silcock et al.   RESUSCITATION

Overcrowding in emergency department: an international issue

(2014) Salvatore Di Somma et al.   Internal and Emergency Medicine

Prehospital system delay in ST-segment elevation myocardial infarction care: A novel linkage of emergency medicine services and inhospital registry data

(2013) Emil L. Fosbøl et al.   AMERICAN HEART JOURNAL

Transforming Emergency Care For Older Adults

(2013) Ula Hwang et al.   HEALTH AFFAIRS

National Trends in Emergency Department Use, Care Patterns, and Quality of Care of Older Adults in the United States

(2013) Jesse M. Pines et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Emergency Medical Dispatch Codes Association with Emergency Department Outcomes

(2012) A. Zachary Hettinger et al.   Prehospital Emergency Care

At-Risk Populations and the Critically Ill Rely Disproportionately on Ambulance Transport to Emergency Departments

(2010) Benjamin T. Squire et al.   ANNALS OF EMERGENCY MEDICINE

Prehospital triage, discrepancy in priority-setting between emergency medical dispatch centre and ambulance crews

(2010) A. Khorram-Manesh et al.   European Journal of Trauma and Emergency Surgery

Differentiation of confirmed major trauma patients and potential major trauma patients using pre-hospital trauma triage criteria

(2010) Shelley Cox et al.   INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED

Prediction of Critical Illness During Out-of-Hospital Emergency Care

(2010) Christopher W. Seymour   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Validating the Injury Severity Score (ISS) in Different Populations: ISS Predicts Mortality Better Among Hispanics and Females

(2010) O.B. Bolorunduro et al.   JOURNAL OF SURGICAL RESEARCH

Emergency Medical Services Use by the Elderly: Analysis of a Statewide Database

(2010) Timothy F. Platts-Mills et al.   Prehospital Emergency Care

Lack of Emergency Medical Services Documentation Is Associated with Poor Patient Outcomes: A Validation of Audit Filters for Prehospital Trauma Care

(2009) Dann J. Laudermilch et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Audit of oxygen use in emergency ambulances and in a hospital emergency department

(2008) K E Hale et al.   EMERGENCY MEDICINE JOURNAL