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Performance of Restricted Mean Survival Time Based Methods and Traditional Survival Methods: An Application in an Oncological Data.

Qiao HuangChong Tian
Published in: Computational and mathematical methods in medicine (2022)
Difference in RMST is more interpretable than time-varying HR. The performance supports KM method and PV regression to be the preferred ones in RMST-based methods. IPCW regression can be an alternative sensitivity analysis. We encourage adoption of both traditional methods and RMST-based methods to present effects of covariates comprehensively.
Keyphrases
  • electronic health record
  • free survival
  • artificial intelligence
  • deep learning