Methodological approaches to support process improvement in emergency departments: a systematic review

MA Ortíz-Barrios, JJ Alfaro-Saíz - International journal of environmental …, 2020 - mdpi.com
The most commonly used techniques for addressing each Emergency Department (ED)
problem (overcrowding, prolonged waiting time, extended length of stay, excessive patient …

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 …

[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 …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

Combining simulation models and machine learning in healthcare management: strategies and applications

AM Ponsiglione, P Zaffino, C Ricciardi… - Progress in …, 2024 - iopscience.iop.org
Simulation models and artificial intelligence (AI) are largely used to address healthcare and
biomedical engineering problems. Both approaches showed promising results in the …

Dynamic scheduling of patients in emergency departments

TA de Queiroz, M Iori, A Kramer, YH Kuo - European Journal of Operational …, 2023 - Elsevier
Emergency department overcrowding is a global issue that poses a great threat to patient
health and safety. The timeliness of medical services provided to patients is crucial to …

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 …

A simulation optimization approach to investigate resource planning and coordination mechanisms in emergency systems

L Abouel**ane, Y Frichi - Simulation Modelling Practice and Theory, 2022 - Elsevier
The aging population has a significant impact on the demand for emergency services
worldwide. When the demand for these systems exceeds the available capacity …

Modeling Emergency Department crowding: Restoring the balance between demand for and supply of emergency medicine

JP Ansah, S Ahmad, LH Lee, Y Shen, MEH Ong… - Plos one, 2021 - journals.plos.org
Emergency Departments (EDs) worldwide are confronted with rising patient volumes
causing significant strains on both Emergency Medicine and entire healthcare systems …

Agent-oriented decision support system for business processes management with genetic algorithm optimization: an application in healthcare

E Sulis, P Terna, A Di Leva, G Boella… - Journal of Medical …, 2020 - Springer
Agent-based approaches have been known to be appropriate as systems and methods in
medical administration in recent years. The increased attention to processes led to the …