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A frequentist one-step model for a simple network meta-analysis of time-to-event data in presence of an effect modifier.

Matthieu FaronPierre BlanchardLaureen Ribassin-MajedJean-Pierre PignonStefan MichielsGwénaël Le Teuff
Published in: PloS one (2021)
The proposed general one-step frequentist Cox and Poisson models had small bias in the evaluation of a three-node network with interactions. They performed as well or better than AD-based models and should also be undertaken whenever possible.
Keyphrases
  • lymph node
  • electronic health record
  • big data
  • deep learning