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A Pipeline for the Usage of the Core Data Set of the Medical Informatics Initiative for Process Mining - A Technical Case Report.

Hauke HeidemeyerLeo AuhagenRaphael W MajeedMarco PegoraroJonas BienzeislerViki PeevaHarry BeyelRainer RöhrigWil M P van der AalstBehrus Puladi
Published in: Studies in health technology and informatics (2024)
Challenges encountered include handling the variability and quality of data, and overcoming network and computational constraints. Our pipeline demonstrates how PM can be applied even in complex systems like healthcare, by allowing for a standardized yet flexible analysis pipeline which is widely applicable.The successful application emphasize the critical role of tailored event log generation and data querying capabilities in enabling effective PM applications, thus enabling evidence-based improvements in healthcare processes.
Keyphrases
  • healthcare
  • electronic health record
  • big data
  • case report
  • particulate matter
  • air pollution
  • heavy metals
  • data analysis
  • polycyclic aromatic hydrocarbons
  • machine learning
  • water soluble
  • health information
  • solid state