Conformalized survival analysis

HIGHLIGHTS

  • who: Emmanuel Candu00e8s from the Department of Mathematics, Stanford University, Stanford, CA, USA have published the Article: Conformalized survival analysis, in the Journal: (JOURNAL) of 21/01/2021
  • what: The authors develop an inferential method based on conformal prediction which can wrap around any survival prediction algorithm to produce calibrated covariate-dependent lower predictive bounds on survival times. Lastly, while the authors focus on clinical examples, it will be clear from the exposition that the methods can be applied to other time-to-event outcomes in a variety of other disciplines, such as industrial life . . .

     

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