Machine learning methods applied to triage in emergency services: A systematic review

R Sánchez-Salmerón, JL Gómez-Urquiza… - International Emergency …, 2022 - Elsevier
Background In emergency services is important to accurately assess and classify symptoms,
which may be improved with the help of technology. One mechanism that could help and …

Photoplethysmographic derivation of respiratory rate: a review of relevant physiology

DJ Meredith, D Clifton, P Charlton… - Journal of medical …, 2012 - Taylor & Francis
An abnormal respiratory rate is often the earliest sign of critical illness. A reliable estimate of
respiratory rate is vital in the application of remote telemonitoring systems, which may …

Assessment of clinical criteria for sepsis: for the third international consensus definitions for sepsis and septic shock (Sepsis-3)

CW Seymour, VX Liu, TJ Iwashyna, FM Brunkhorst… - Jama, 2016 - jamanetwork.com
Importance The Third International Consensus Definitions Task Force defined sepsis as “life-
threatening organ dysfunction due to a dysregulated host response to infection.” The …

Development and validation of a score to predict postoperative respiratory failure in a multicentre European cohort: a prospective, observational study

J Canet, S Sabate, V Mazo, L Gallart… - European Journal of …, 2015 - journals.lww.com
Development and validation of a score to predict postoperati... : European Journal of
Anaesthesiology | EJA Development and validation of a score to predict postoperative respiratory …

Severe sepsis in pre-hospital emergency care: analysis of incidence, care, and outcome

CW Seymour, TD Rea, JM Kahn, AJ Walkey… - American journal of …, 2012 - atsjournals.org
Rationale: Severe sepsis is common and highly morbid, yet the epidemiology of severe
sepsis at the frontier of the health care system—pre-hospital emergency care—is unknown …

Delays from first medical contact to antibiotic administration for sepsis

CW Seymour, JM Kahn, C Martin-Gill… - Critical care …, 2017 - journals.lww.com
Objective: To evaluate the association between total medical contact, prehospital, and
emergency department delays in antibiotic administration and in-hospital mortality among …

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

R Patel, MD Nugawela, HB Edwards, A Richards… - Resuscitation, 2018 - Elsevier
Objective To evaluate the effectiveness and predictive accuracy of early warning scores
(EWS) to predict deteriorating patients in pre-hospital settings. Methods Systematic review …

Robust respiration detection from remote photoplethysmography

M Van Gastel, S Stuijk, G De Haan - Biomedical optics express, 2016 - opg.optica.org
Continuous monitoring of respiration is essential for early detection of critical illness. Current
methods require sensors attached to the body and/or are not robust to subject motion …

Derivation of a cardiac arrest prediction model using ward vital signs

MM Churpek, TC Yuen, SY Park, DO Meltzer… - Critical care …, 2012 - journals.lww.com
Objective: Rapid response team activation criteria were created using expert opinion and
have demonstrated variable accuracy in previous studies. We developed a cardiac arrest …

Is the Modified Early Warning Score (MEWS) superior to clinician judgement in detecting critical illness in the pre-hospital environment?

JN Fullerton, CL Price, NE Silvey, SJ Brace… - Resuscitation, 2012 - Elsevier
AIM: Physiological track and trigger scores have an established role in enhancing the
detection of critical illness in hospitalized patients. Their potential to identify individuals at …