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Development of algorithms for identifying patients with Crohn's disease in the Japanese health insurance claims database.

Hiromu MorikuboTaku KobayashiTomohiro FukudaTakayoshi NagahamaTadakazu HisamatsuToshifumi Hibi
Published in: PloS one (2021)
Single ICD-code alone was insufficient to define CD; however, the algorithm that combined diagnosis codes with prescription codes indicated a sufficiently high PPV and will enable outcome-based research on CD using the Japanese claims database.
Keyphrases
  • health insurance
  • machine learning
  • affordable care act
  • deep learning
  • adverse drug
  • nk cells
  • emergency department
  • healthcare
  • neural network