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.
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| http://dx.doi.org/10.3233/SHTI230034 | DOI Listing |
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