Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment...Medical Informatics Europe, Public Health and Informatics Conference (Virtual), 29-31 May, 2021.

The main challenge in the pathway analysis of cancer treatments is the complexity of the process. Process mining is one of the approaches that can be used to visualize and analyze these complex pathways. In this study, our purpose was to use process mining to explore variations in the treatment path...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics no. 281; pp. 769 - 774
Autores principales: KURNIATI, Angelina Prima, ROJAS, Eric, ZUCKER, Kieran, HALL, Geoff, HOGG, David, JOHNSON, Owen
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2021
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:The main challenge in the pathway analysis of cancer treatments is the complexity of the process. Process mining is one of the approaches that can be used to visualize and analyze these complex pathways. In this study, our purpose was to use process mining to explore variations in the treatment pathways of endometrial cancer. We extracted patient data from a hospital information system, created the process model, and analyzed the variations of the 62-day pathway from a General Practitioner referral to the first treatment in the hospital. We also analyzed the variations based on three different criteria: the type of the first treatment, the age at diagnosis, and the year of diagnosis. This approach should be of interest to others dealing with complex medical and healthcare processes.