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Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology.

James M. DolezalAndrew SrisuwananukornDmitry KarpeyevSiddhi RameshSara KochannyBrittany CodyAaron MansfieldSagar RakshitRadhika BansaMelanie BoisAaron O. BungumJefree J. SchulteEverett E. VokesMarina Chiara GarassinoAliya N. HusainAlexander T. Pearson
Published in: CoRR (2022)
Keyphrases
  • high confidence
  • deep learning
  • computer vision
  • association rules
  • probabilistic model
  • deep architectures
  • decision making
  • similarity measure
  • support vector
  • pattern recognition
  • prior knowledge
  • deep belief networks