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Multi-Perspective Process Mining Interfaces for HL7 AuditEvent Repositories: XES and OCEL

Andreas Pointner¹, Oliver Krauss¹, Andreas Erhard¹

¹Department of Medical and Bioinformatics, University of Applied Sciences Upper Austria, 4232 Hagenberg, Austria.

Studies in Health Technology and Informatics

|May 12, 2023

Abstract

Background:

Medical information systems frequently use event logging, but these logs are not suitable for process mining as they are not logged in a standardized format.

Objectives:

Our goal is to enrich medical event logs for use in process mining.

Method:

We present an approach to convert events from standards- based repositories into the XES and OCEL formats commonly used in process mining.

Results:

We tested this approach using simulated data from the Austrian breast cancer screening program.

Conclusion:

We aim to apply it to analyze care guidelines and improve hospital processes in the future.

Keywords:

Data Mining Electronic Health Records Health Care Process Assessment Standard of Care

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