Discrete-event simulation modeling in healthcare: a comprehensive review

JI Vázquez-Serrano, RE Peimbert-García… - International journal of …, 2021 - mdpi.com
Discrete-event simulation (DES) is a stochastic modeling approach widely used to address
dynamic and complex systems, such as healthcare. In this review, academic databases …

A system dynamics simulation applied to healthcare: A systematic review

MR Davahli, W Karwowski, R Taiar - International journal of …, 2020 - mdpi.com
In recent years, there has been significant interest in developing system dynamics
simulation models to analyze complex healthcare problems. However, there is a lack of …

Tools and methods in participatory modeling: Selecting the right tool for the job

A Voinov, K Jenni, S Gray, N Kolagani, PD Glynn… - … Modelling & Software, 2018 - Elsevier
Various tools and methods are used in participatory modelling, at different stages of the
process and for different purposes. The diversity of tools and methods can create challenges …

A systematic review on healthcare analytics: application and theoretical perspective of data mining

MS Islam, MM Hasan, X Wang, HD Germack… - Healthcare, 2018 - mdpi.com
The growing healthcare industry is generating a large volume of useful data on patient
demographics, treatment plans, payment, and insurance coverage—attracting the attention …

GRADE Guidelines 30: the GRADE approach to assessing the certainty of modeled evidence—An overview in the context of health decision-making

JL Brozek, C Canelo-Aybar, EA Akl, JM Bowen… - Journal of clinical …, 2021 - Elsevier
Objectives The objective of the study is to present the Grading of Recommendations
Assessment, Development, and Evaluation (GRADE) conceptual approach to the …

[HTML][HTML] Applying dynamic simulation modeling methods in health care delivery research—the SIMULATE checklist: report of the ISPOR simulation modeling emerging …

DA Marshall, L Burgos-Liz, MJ IJzerman, ND Osgood… - Value in health, 2015 - Elsevier
Health care delivery systems are inherently complex, consisting of multiple tiers of
interdependent subsystems and processes that are adaptive to changes in the environment …

Emerging use of early health technology assessment in medical product development: a scoping review of the literature

MJ IJzerman, H Koffijberg, E Fenwick, M Krahn - Pharmacoeconomics, 2017 - Springer
Early health technology assessment is increasingly being used to support health economic
evidence development during early stages of clinical research. Such early models can be …

A novel healthcare resource allocation decision support tool: A forecasting-simulation-optimization approach

M Ordu, E Demir, C Tofallis… - Journal of the operational …, 2021 - Taylor & Francis
The increasing pressures on the healthcare system in the UK are well documented. The
solution lies in making best use of existing resources (eg beds), as additional funding is not …

[HTML][HTML] Systematic review of health economic evaluations focused on artificial intelligence in healthcare: the tortoise and the cheetah

MM Voets, J Veltman, CH Slump, S Siesling… - Value in health, 2022 - Elsevier
Objectives This study aimed to systematically review recent health economic evaluations
(HEEs) of artificial intelligence (AI) applications in healthcare. The aim was to discuss …

Discrete-event simulation in healthcare settings: a review

JJ Forbus, D Berleant - Modelling, 2022 - mdpi.com
We review and define the current state of the art as relating to discrete event simulation in
healthcare-related systems. A review of published literature over the past five years (2017 …