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Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction.

Charles LuSyed Rakin AhmedPraveer SinghJayashree Kalpathy-Cramer
Published in: CoRR (2022)
Keyphrases
  • medical devices
  • conformal prediction
  • neural network
  • ridge regression
  • confidence levels
  • tree ensembles
  • random forests
  • statistical significance