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Validation of a hierarchical algorithm to define chronic liver disease and cirrhosis etiology in administrative healthcare data.

George PhilipMaya DjerbouaDavid CarloneJennifer A Flemming
Published in: PloS one (2020)
A hierarchical algorithm incorporating laboratory and administrative coding can accurately define cirrhosis etiology in routinely collected healthcare data. These results should facilitate health services research in this growing patient population.
Keyphrases
  • healthcare
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • case report
  • data analysis
  • health information
  • social media
  • drug induced