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Development of algorithms for identifying fatal cardiovascular disease in Medicare claims.

Fenglong XieLisandro D ColantonioJeffrey R CurtisMeredith L KilgoreEmily B LevitanKeri L MondaMonika M SaffordBen TaylorMark WoodwardPaul Muntner
Published in: Pharmacoepidemiology and drug safety (2018)
The claims-based algorithms developed to discriminate fatal CVD events from other causes of death performed better than the method of using hospital discharge diagnosis codes.
Keyphrases
  • machine learning
  • health insurance
  • cardiovascular disease
  • deep learning
  • affordable care act
  • type diabetes
  • cardiovascular risk factors
  • metabolic syndrome