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Discrete event simulation for emergency department modelling: A systematic review of validation methods
E Doudareva, M Carter - Operations Research for Health Care, 2022 - Elsevier
Background: Discrete event simulation has been widely used for decades to model the
Emergency Department (ED) patient flow, understand system bottlenecks, and analyse …
Emergency Department (ED) patient flow, understand system bottlenecks, and analyse …
[HTML][HTML] Integration of machine learning algorithms and discrete-event simulation for the cost of healthcare resources
A healthcare resource allocation generally plays a vital role in the number of patients treated
(pnt) and the patient waiting time (wt) in healthcare institutions. This study aimed to estimate …
(pnt) and the patient waiting time (wt) in healthcare institutions. This study aimed to estimate …
A systematic literature review identifying the dimensions and components of simulation of the hospital emergency department during emergencies and disasters
Background: The use of simulation in medical education is evolving widely around the
world. Hospital emergency services in the event of accidents and disasters affect the quality …
world. Hospital emergency services in the event of accidents and disasters affect the quality …
Investigation of emergency department abandonment rates using machine learning algorithms in a single centre study
A critical problem that Emergency Departments (EDs) must address is overcrowding, as it
causes extended waiting times and increased patient dissatisfaction, both of which are …
causes extended waiting times and increased patient dissatisfaction, both of which are …
Use of machine learning to predict abandonment rates in an emergency department
Overcrowding is a serious issue that Emergency Departments (EDs) must deal with, since it
is leading to longer delays and greater patients' dissatisfaction, which are directly connected …
is leading to longer delays and greater patients' dissatisfaction, which are directly connected …
Managing low–acuity patients in an Emergency Department through simulation–based multiobjective optimization using a neural network metamodel
This paper deals with Emergency Department (ED) fast-tracks for low-acuity patients, a
strategy often adopted to reduce ED overcrowding. We focus on optimizing resource …
strategy often adopted to reduce ED overcrowding. We focus on optimizing resource …
A hybrid modelling approach using forecasting and real-time simulation to prevent emergency department overcrowding
A Harper, N Mustafee - 2019 Winter Simulation Conference …, 2019 - ieeexplore.ieee.org
Emergency Department (ED) overcrowding is a pervasive problem worldwide, which
impacts on both performance and safety. Staff are required to react and adapt to changes in …
impacts on both performance and safety. Staff are required to react and adapt to changes in …
Sim-pfed: A simulation-based decision making model of patient flow for improving patient throughput time in emergency department
Healthcare sectors face multiple threats, and the hospital emergency department (ED) is one
of the most crucial hospital areas. ED plays a key role in promoting hospitals' goals of …
of the most crucial hospital areas. ED plays a key role in promoting hospitals' goals of …
Effect of different patient peak arrivals on an emergency department via discrete event simulation: a case study
G Fava, T Giovannelli, M Messedaglia, M Roma - Simulation, 2022 - journals.sagepub.com
Emergency department (ED) overcrowding is a well-recognized worldwide phenomenon
which affects the quality of emergency care. A direct consequence of overcrowding is a long …
which affects the quality of emergency care. A direct consequence of overcrowding is a long …
A simulation-based optimization approach for the calibration of a discrete event simulation model of an emergency department
A De Santis, T Giovannelli, S Lucidi… - Annals of Operations …, 2023 - Springer
Accurate modeling of the patient flow within an Emergency Department (ED) is required by
all studies dealing with the increasing and well-known problem of overcrowding. Since …
all studies dealing with the increasing and well-known problem of overcrowding. Since …