Simulation-based optimisation: analysis of the emergency department resources under COVID-19 conditions

S Jahangiri, M Abolghasemian… - … journal of industrial …, 2023 - inderscienceonline.com
The emergency department (ED) is the most important section in every hospital. The ED
behaviour is adequately complex, because the ED has several uncertain parameters such …

A review on simulation-based metamodeling in emergency healthcare: methodology, applications, and future challenges

FZ Sahlaoui, L Aboueljinane, M Lebbar - Simulation, 2023 - journals.sagepub.com
Simulation-based metamodels or surrogate models are simplified models that capture the
relationship between inputs and outputs of the simulation model. The analytical expression …

[HTML][HTML] Real-time resource allocation in the emergency department: A case study

D Duma, R Aringhieri - Omega, 2023 - Elsevier
Overcrowding is a phenomenon that affects Emergency Departments (EDs) worldwide
determining a harmful impact on the healthcare provided. Because of the wide variety of …

Ranking of key resources in the humanitarian supply chain in the emergency department of iranian hospital: a real case study in COVID-19 conditions

S Jahangiri, M Abolghasemian… - Journal of applied …, 2021 - journal-aprie.com
China introduces a new strain of coronavirus as a causative of a new respiratory disease
after several people contracted an unusual pneumonia in December 2019. The World …

Simulation modelling of hospital outpatient department: a review of the literature and bibliometric analysis

AM Philip, S Prasannavenkatesan, N Mustafee - Simulation, 2023 - journals.sagepub.com
The increase in demand for outpatient departments (OPDs) has contributed to overcrowded
clinics and patient dissatisfaction. Computer simulation can help decision-makers meet the …

Diagnosing an overcrowded emergency department from its Electronic Health Records

L Marzano, AS Darwich, R Jayanth, L Sven, N Falk… - Scientific Reports, 2024 - nature.com
Emergency department overcrowding is a complex problem that persists globally. Data of
visits constitute an opportunity to understand its dynamics. However, the gap between the …

Simulation modeling and analysis of primary health center operations

M Shoaib, V Ramamohan - Simulation, 2022 - journals.sagepub.com
We present discrete-event simulation models of the operations of primary health centers
(PHCs) in the Indian context. Our PHC simulation models incorporate four types of patients …

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 …

Towards differentiable agent-based simulation

P Andelfinger - ACM Transactions on Modeling and Computer …, 2023 - dl.acm.org
Simulation-based optimization using agent-based models is typically carried out under the
assumption that the gradient describing the sensitivity of the simulation output to the input …

Differentiable agent-based simulation for gradient-guided simulation-based optimization

P Andelfinger - Proceedings of the 2021 ACM SIGSIM Conference on …, 2021 - dl.acm.org
Simulation-based optimization using agent-based models is typically carried out under the
assumption that the gradient describing the sensitivity of the simulation output to the input …