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Bias Reduction through Analysis of Competing Events (BRACE) Correction to Address Cancer Treatment Selection Bias in Observational Data.

Casey W WilliamsonTyler J NelsonCaroline A ThompsonLucas K VitzthumKaveh ZakeriPaul J RiviereAlex K BryantAndrew B SharabiJingjing ZouLoren K Mell
Published in: Clinical cancer research : an official journal of the American Association for Cancer Research (2022)
BRACE reduces bias and MSE when residual confounding is present and represents a novel approach to improve treatment effect estimation in nonrandomized studies.
Keyphrases
  • electronic health record
  • case control
  • artificial intelligence