Artificial intelligence and machine learning in emergency medicine

KJW Tang, CKE Ang, T Constantinides… - Biocybernetics and …, 2021 - Elsevier
Abstract The advent of Artificial Intelligence (AI) has resulted in development of novel
applications in a multitude of fields, such as in Medicine, to aid medical professionals in …

Delirium assessment in older people in emergency departments. A literature review

P Pérez-Ros, FM Martínez-Arnau - Diseases, 2019 - mdpi.com
Delirium is a neuropsychiatric syndrome often manifesting in acute disease conditions, and
with a greater prevalence in the older generation. Delirium in the Emergency Department …

Impact of primary to secondary care data sharing on care quality in NHS England hospitals

J Zhang, H Ashrafian, B Delaney, A Darzi - npj Digital Medicine, 2023 - nature.com
Health information exchange (HIE) is seen as a key component of effective care but remains
poorly evidenced at a health system level. In the UK National Health Service (NHS), the …

Predicting hospital emergency department visits with deep learning approaches

X Zhao, JW Lai, AFW Ho, N Liu, MEH Ong… - Biocybernetics and …, 2022 - Elsevier
Overcrowding in emergency department (ED) causes lengthy waiting times, reduces
adequate emergency care and increases rate of mortality. Accurate prediction of daily ED …

Prediction of length of stay in the emergency department for COVID-19 patients: A machine learning approach

EE Etu, L Monplaisir, S Arslanturk, S Masoud… - IEEE …, 2022 - ieeexplore.ieee.org
The coronavirus disease (COVID-19) outbreak has become a global public health threat.
The influx of COVID-19 patients has prolonged the length of stay (LOS) in the emergency …

Normal high-sensitivity cardiac troponin for ruling-out inpatient mortality in acute COVID-19

A Liu, R Hammond, K Chan, C Chukwuenweniwe… - Plos one, 2023 - journals.plos.org
Introduction Assessment of inpatient mortality risk in COVID-19 patients is important for
guiding clinical decision-making. High sensitivity cardiac troponin T (hs-cTnT) is a biomarker …

In-vitro diagnostic point-of-care tests in paediatric ambulatory care: A systematic review and meta-analysis

O Van Hecke, M Raymond, JJ Lee, P Turner… - PLoS …, 2020 - journals.plos.org
Introduction Paediatric consultations form a significant proportion of all consultations in
ambulatory care. Point-of-care tests (POCTs) may offer a potential solution to improve …

Initial Development of a Patient Reported Experience Measure for Older Adults Attending the Emergency Department: Part I—Interviews with Service Users

B Graham, JE Smith, P Nelmes, R Squire, JM Latour - Healthcare, 2023 - mdpi.com
Older adults are a major Emergency Department (ED) user group who may be especially
vulnerable to the consequences of crowding and sub-optimal care. Patient experience is a …

A novel scheduling method for reduction of both waiting time and travel time of patients to visit health care units in the case of mobile communication

W Lin, P Babyn, Y Yan, W Zhang - Enterprise Information Systems, 2023 - Taylor & Francis
This paper proposes a new scheduling problem for patient visits with two objectives:
minimizing patient waiting time and travel time. It also presents a novel encoding method for …

Evaluation of outcome relevance of quality indicators in the emergency department (ENQuIRE): study protocol for a prospective multicentre cohort study

S Drynda, W Schindler, A Slagman, J Pollmanns… - BMJ open, 2020 - bmjopen.bmj.com
Introduction Quality of emergency department (ED) care affects patient outcomes
substantially. Quality indicators (QIs) for ED care are a major challenge due to the …