Login / Signup

Improving measurement of binary covariates in claims data: A simulation study.

John G ConnollyRobert J GlynnSebastian SchneeweissJoshua J Gagne
Published in: Pharmacoepidemiology and drug safety (2020)
The two-algorithm indicator approach may improve adjustment for claims-based confounders by returning a point estimate at least as unbiased as the better of the two component definitions.
Keyphrases
  • health insurance
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • ionic liquid
  • data analysis
  • neural network