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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… Click to show full 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.
Journal Title: Studies in health technology and informatics
Year Published: 2023
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