Abstract

Process mining has become its own research discipline over the last years, providing ways to analyze business processes based on event logs. In healthcare, the characteristics of organizational and treatment processes, especially regarding heterogeneous data sources, make it hard to apply process mining techniques. This work presents an approach to utilize established standards for accessing the audit trails of healthcare information systems and provides automated mapping to an event log format suitable for process mining. It also presents a way to simulate healthcare processes and uses it to validate the approach.

Original languageEnglish
Title of host publicationProcess Mining Workshops - ICPM 2020 International Workshops, Revised Selected Papers
EditorsSander Leemans, Henrik Leopold
Pages343-355
Number of pages13
DOIs
Publication statusPublished - 2021

Publication series

NameLecture Notes in Business Information Processing
Volume406 LNBIP
ISSN (Print)1865-1348
ISSN (Electronic)1865-1356

Keywords

  • HL7 FHIR
  • Healthcare
  • Process mining

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