Predicting hospital admissions to reduce crowding in the emergency departments

J Cusidó, J Comalrena, H Alavi, L Llunas - Applied Sciences, 2022 - mdpi.com
Having an increasing number of patients in the emergency department constitutes an
obstacle to the admissions process and hinders the emergency department (ED)'s ability to …

Using data mining to predict hospital admissions from the emergency department

B Graham, R Bond, M Quinn, M Mulvenna - IEEE Access, 2018 - ieeexplore.ieee.org
Crowding within emergency departments (EDs) can have significant negative
consequences for patients. EDs therefore need to explore the use of innovative methods to …

Reducing emergency department crowding using health analytics methods: designing AnEvidence based decision algorithm

M Khalifa - Procedia Computer Science, 2015 - Elsevier
OBJECTIVE: The main objective of this study is to utilize health analytics methods in
designing an evidence based decision algorithm to support healthcare professionals in …

Can artificial intelligence and machine learning help reduce the harms of emergency department crowding?

GR Hudson, N Howley, A Boyle - European Journal of Emergency …, 2021 - journals.lww.com
Artificial intelligence is a field of computer science containing machine learning, which uses
algorithms to decipher patterns in data. Specifically, given input data, machine learning can …

[HTML][HTML] A model to predict length of stay in a hospital emergency department and enable planning for non-critical patients admission

E Bruballa, A Wong, F Epelde, D Rexachs, E Luque - 2016 - ijic.org
Introduction: The progressive growth of aging, increased life expectancy and greater number
of chronic diseases contributes significantly on the growing demand of emergency medical …

Comparison of emergency department crowding scores: a discrete-event simulation approach

V Ahalt, NT Argon, S Ziya, J Strickler… - Health care management …, 2018 - Springer
Abstract According to American College of Emergency Physicians, emergency department
(ED) crowding occurs when the identified need for emergency services exceeds available …

Addressing overcrowding in an emergency department: an approach for identifying and treating influential factors and a real-life application

G Wachtel, A Elalouf - Israel Journal of Health Policy Research, 2020 - Springer
Background Overcrowding in hospital emergency departments that arises from long length-
of-stay is an unfortunate common occurrence. While some factors affecting length-of-stay are …

Progressive prediction of hospitalisation in the emergency department: uncovering hidden patterns to improve patient flow

Y Barak-Corren, SH Israelit, BY Reis - Emergency Medicine Journal, 2017 - emj.bmj.com
Introduction One of the factors contributing to ED crowding is the lengthy delay in
transferring an admitted patient from the ED to an inpatient department (ie, boarding time) …

Time series modelling and forecasting of emergency department overcrowding

F Kadri, F Harrou, S Chaabane, C Tahon - Journal of medical systems, 2014 - Springer
Efficient management of patient flow (demand) in emergency departments (EDs) has
become an urgent issue for many hospital administrations. Today, more and more attention …

[HTML][HTML] A new model in reducing emergency department crowding: the electronic blockage system

NC Oray, S Yanturali, R Atilla, G Ersoy… - Turkish journal of …, 2014 - Elsevier
Objectives Emergency department (ED) crowding is a growing problem across the world.
Hospitals need to identify the situation using emergency department crowding scoring …