A system dynamics simulation applied to healthcare: A systematic review
In recent years, there has been significant interest in develo** system dynamics
simulation models to analyze complex healthcare problems. However, there is a lack of …
simulation models to analyze complex healthcare problems. However, there is a lack of …
Opportunities and challenges for applying process mining in healthcare: a systematic map** study
MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …
pattern recognition, using models that represent the process flow identified by the sequence …
The 85% bed occupancy fallacy: The use, misuse and insights of queuing theory
NC Proudlove - Health services management research, 2020 - journals.sagepub.com
Queuing theory can and has been used to inform bed pool capacity decision making, though
rarely by managers themselves. The insights it brings are also not widely and properly …
rarely by managers themselves. The insights it brings are also not widely and properly …
Healthcare services gap analysis: a supply capture and demand forecast modelling, Dubai 2018–2030
N Monsef, E Suliman, E Ashkar, HY Hussain - BMC Health Services …, 2023 - Springer
Background Health systems aim to provide a range of services to meet the growing demand
of Dubai's heathcare system aims to provide a range of services to meet the growing …
of Dubai's heathcare system aims to provide a range of services to meet the growing …
Metamodel-based simulation optimisation for bed allocation
X Wang, X Gong, N Geng, Z Jiang… - International Journal of …, 2020 - Taylor & Francis
Hospital beds are one of the most critical resources in healthcare institutions. In practice,
beds are usually allocated to different departments in advance to accommodate different …
beds are usually allocated to different departments in advance to accommodate different …
Optimization of Tree‐Based Machine Learning Models to Predict the Length of Hospital Stay Using Genetic Algorithm
A Mansoori, M Zeinalnezhad… - Journal of healthcare …, 2023 - Wiley Online Library
The length of hospital stay (LOS) is a significant indicator of the quality of patient care,
hospital efficiency, and operational resilience. Considering the importance of LOS in …
hospital efficiency, and operational resilience. Considering the importance of LOS in …
[HTML][HTML] Optimal spatial resource allocation in networks: Application to district heating and cooling
District heating and cooling networks connect and distribute thermal energy resources within
a network of sources and demands. While individual networks have been extensively …
a network of sources and demands. While individual networks have been extensively …
[HTML][HTML] Multicriteria Optimization Techniques for Understanding the Case Mix Landscape of a Hospital
Various medical and surgical units operate in a typical hospital and to treat their patients
these units compete for infrastructure like operating rooms (OR) and ward beds. How that …
these units compete for infrastructure like operating rooms (OR) and ward beds. How that …
Managing hospital inpatient beds under clustered overflow configuration
X Gong, X Wang, L Zhou, N Geng - Computers & Operations Research, 2022 - Elsevier
Inpatient beds represent one of the most critical resources in hospitals, of which the
availability has been under increasing pressure in China. Such beds are usually to be either …
availability has been under increasing pressure in China. Such beds are usually to be either …
[HTML][HTML] An optimal ambulance routing model using simulation based on patient medical severity
M Sutherland, RK Chakrabortty - Healthcare analytics, 2023 - Elsevier
Ambulance routing is an important strategic decision that plays a critical role in the
optimisation of the healthcare system. Despite the obvious merit of intelligent ambulance …
optimisation of the healthcare system. Despite the obvious merit of intelligent ambulance …