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Exploring the potential of OMOP common data model for process mining in healthcare.

Kangah ParkMinsu ChoMinseok SongSooyoung YooHyunyoung BaekSeok KimKidong Kim
Published in: PloS one (2023)
To the best of our knowledge, we are the first to exploit CDM for healthcare process mining. Specifically, we provide a step-by-step guidance by demonstrating process analysis from locating relevant CDM tables to visualizing results using process mining tools. The proposed method can be widely applicable across different institutions. This work can contribute to bringing a process mining perspective to the existing CDM users in the changing Hospital Information Systems (HIS) environment and also to facilitating CDM-based studies in the process mining research community.
Keyphrases
  • healthcare
  • emergency department
  • risk assessment
  • machine learning
  • artificial intelligence
  • single molecule
  • drug induced