A Process Mining Application for the Analysis of Hospital-at-Home Admissions...30th Medical Informatics Europe Conference

This article proposes the analysis of the admissions to hospital-at-home service within the framework of process mining. In addition to conventional modeling in standard languages, relying on interviews and continuous improvement, we propose the adoption of an automatic process discovery technique b...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics Vol. 270; pp. 522 - 524
Autores principales: AMANTEA, Ilaria Angela, SULIS, Emilio, BOELLA, Guido, MARINELLO, Renata, BIANCA, Dario, BRUNETTI, Enrico, BO, Mario, FERNANDEZ-LLATAS, Carlos
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2020
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:This article proposes the analysis of the admissions to hospital-at-home service within the framework of process mining. In addition to conventional modeling in standard languages, relying on interviews and continuous improvement, we propose the adoption of an automatic process discovery technique based on data collected by the hospital information system. We focus on the patient admission process, in which staff discriminate cases of interest for the service. Our methodological framework starts with the extraction of process information from the existing dataset. Once obtained meaningful data for an event log analysis, we propose the adoption of a process discovery algorithm by using a specific tool for process mining. In the context of Business Process Management, we suggest a practical application to be explored in order to improve standard modeling, opening the way to perform business process simulation with scenario analysis.