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

Abstract

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. Our goal is to enrich medical event logs for use in process mining. We present an approach to convert events from standards- based repositories into the XES and OCEL formats commonly used in process mining. We tested this approach using simulated data from the Austrian breast cancer screening program. We aim to apply it to analyze care guidelines and improve hospital processes in the future.