Multi-Perspective Process Mining Interfaces for HL7 AuditEvent Repositories: XES and OCEL...17th Annual Conference on Health Informatics Meets Digital Health, May 16-17, 2023, Vienna, Austria
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 f...
| Publicado en: | Studies in Health Technology & Informatics Vol. 301; pp. 168 - 174 |
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| Autores principales: | , , , , |
| Formato: | proceedings research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2023
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| Acceso en línea: | Ver este registro en EBSCOhost |
| Sumario: | 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 standardsbased 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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