The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization

Simulation, optimization, and process mining: practicals applications in healthcare

Roberto Aringhieri;Matteo Di Cunzolo;Matteo Dutto;Alberto Guastalla;Mirko Locatelli;Laura Pellegrini;Giulia Ruffini;Emilio Sulis
;
Lavinia Chiara Tagliabue;Adriana Boccuzzi
2023-01-01

Abstract

The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization
2023
Ital-IA 2023: 3rd National Conference on Artificial Intelligence
Pisa
29-31/05/2023
Proceedings of the 3rd National Conference on Artificial Intelligence (Ital-IA 2023)
CEUR Workshop Proceedings
160
165
https://ceur-ws.org/Vol-3486/
Roberto Aringhieri, Matteo Di Cunzolo, Matteo Dutto, Laura Genga, Alberto Guastalla, Mirko Locatelli, Laura Pellegrini, Giulia Ruffini, Emilio Sulis, ...espandi
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1929552
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