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Core Data Elements in Acute Myeloid Leukemia: A Unified Medical Language System-Based Semantic Analysis and Experts' Review.

Christian HolzTorsten KesslerMartin DugasJulian Varghese
Published in: JMIR medical informatics (2019)
Information management is a complex process for research-intense disease entities as AML that is associated with a large set of lab-based diagnostics and different treatment options. Our systematic UMLS-based analysis revealed the existence of a core data set and an exemplary reusable implementation for harmonized data capture is available on an established metadata repository.
Keyphrases
  • electronic health record
  • healthcare
  • big data
  • primary care
  • acute myeloid leukemia
  • data analysis
  • single cell
  • acute lymphoblastic leukemia
  • quality improvement
  • machine learning
  • deep learning