Using machine learning to predict subsequent events after EMS non-conveyance decisions

Alternatives to direct emergency department conveyance of ambulance patients: a scoping review of the evidence

(2021) Joanna M. Blodgett et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

(2021) Laila Rasmy et al.   npj Digital Medicine

Nonspecific complaints in the emergency department – a systematic review

(2020) Kirsi Kemp et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Artificial intelligence algorithm to predict the need for critical care in prehospital emergency medical services

(2020) Da-Young Kang et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Changing role of EMS –analyses of non-conveyed and conveyed patients in Finland

(2020) Jani Paulin et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Identifying the relative importance of predictors of survival in out of hospital cardiac arrest: a machine learning study

(2020) Nooraldeen Al-Dury et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Serious conditions among patients with non-specific chief complaints in the pre-hospital setting: a retrospective cohort study

(2020) Robert Ivic et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Non-specific diagnoses are frequent in patients hospitalized after calling 112 and their mortality is high – a register-based Danish cohort study

(2020) Frederikke Vestergaard Nielsen et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

How well are sepsis and a sense of urgency documented throughout the acute care chain in the Netherlands? A prospective, observational study

(2020) Gideon Latten et al.   BMJ Open

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

(2019) Stig Nikolaj Blomberg et al.   RESUSCITATION

Review article: Outcomes of patients who are not transported following ambulance attendance: A systematic review and meta‐analysis

(2019) Timothy Yeung et al.   Emergency Medicine Australasia

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Repeated ambulance use is associated with chronic diseases - a population-based historic cohort study of patients’ symptoms and diagnoses

(2019) Morten Breinholt Søvsø et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

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

(2019) Douglas Spangler et al.   PLoS One

Non-transport emergency medical service missions - a retrospective study based on medical charts

(2018) S. Pekanoja et al.   ACTA ANAESTHESIOLOGICA SCANDINAVICA

Factors influencing the decision to convey or not to convey elderly people to the emergency department after emergency ambulance attendance: a systematic mixed studies review

(2018) Johan Oosterwold et al.   BMJ Open

A patient-safety and professional perspective on non-conveyance in ambulance care: a systematic review

(2017) Remco H.A. Ebben et al.   Scandinavian Journal of Trauma Resuscitation & Emergency Medicine

Prehospital management and identification of sepsis by emergency medical services: a systematic review

(2016) Daniel Lane et al.   EMERGENCY MEDICINE JOURNAL

Documentation of pediatric vital signs by EMS providers over time

(2016) Hilary Hewes et al.   JOURNAL OF PEDIATRIC SURGERY

Effect of Body-Worn Cameras on EMS Documentation Accuracy: A Pilot Study

(2016) Jeffrey D. Ho et al.   Prehospital Emergency Care

Is it Appropriate for Patients to be Discharged at the Scene by Paramedics?

(2016) Hideo Tohira et al.   Prehospital Emergency Care

Why do patients with 'primary care sensitive' problems access ambulance services? A systematic mapping review of the literature

(2015) M. J. Booker et al.   BMJ Open

Patient Safety in Emergency Medical Services: A Systematic Review of the Literature

(2012) Blair L. Bigham et al.   Prehospital Emergency Care

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