The growing digitalization of society opens up the exploitation of new IT techniques in the healthcare sector. This report presents an application of AI techniques such as prediction, optimization, and automated knowledge extraction with process mining from hospital information system data. In addition, a simulation effort with Building Information Modeling and Agent-Based Modeling techniques has been performed. The present report describes practical cases and the lesson learned from planning, management, and coordination activities of the project as a whole.

Improve Hospital Management Through Process Mining, Optimization, and Simulation: the CH4I-PM Project

Ronzani, Massimiliano
;
Sulis, Emilio
2025-01-01

Abstract

The growing digitalization of society opens up the exploitation of new IT techniques in the healthcare sector. This report presents an application of AI techniques such as prediction, optimization, and automated knowledge extraction with process mining from hospital information system data. In addition, a simulation effort with Building Information Modeling and Agent-Based Modeling techniques has been performed. The present report describes practical cases and the lesson learned from planning, management, and coordination activities of the project as a whole.
2025
39
2
167
172
Healthcare; Process mining; Project report; Simulation;
Ronzani, Massimiliano; Sulis, Emilio
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/2041650
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