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Selective prediction for extracting unstructured clinical data.

Akshay SwaminathanIvan LopezWilliam WangUjwal SrivastavaEdward TranAarohi Bhargava-ShahJanet Y WuAlexander L RenKaitlin CaoiliBrandon BuiLayth AlkhaniSusan LeeNathan MohitNoel SeoNicholas MacedoWinson ChengCharles LiuReena ThomasJonathan H ChenOlivier Gevaert
Published in: Journal of the American Medical Informatics Association : JAMIA (2023)
Selective prediction should be considered when abstaining is preferable to making an incorrect prediction.
Keyphrases
  • electronic health record
  • machine learning