Towards a simulation-based framework for decision support in healthcare quality assessment

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Abstract

This article describes a simulation framework for healthcare quality assessment from the perspective of management and corresponding decision-makers. The proposed framework will allow simulating "what-if" scenarios and getting alternative outcomes in case of decision support systems. In our research, we are dealing with heterogeneous data sources, which combine within data-flow processes. The data flow of the presented framework conceptually combines several modeling methods: discrete-event simulation, agent-based modeling and also includes data analysis. The experiments were executed based on data from the Almazov National Medical Research Centre hospital information and access control systems.

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APA

Kisliakovskii, I., Balakhontceva, M., Kovalchuk, S., Zvartau, N., & Konradi, A. (2017). Towards a simulation-based framework for decision support in healthcare quality assessment. In Procedia Computer Science (Vol. 119, pp. 207–214). Elsevier B.V. https://doi.org/10.1016/j.procs.2017.11.178

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