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Handling label noise through model confidence and uncertainty: application to chest radiograph classification.

Erdi CalliEcem SoganciogluErnst Th. ScholtenKeelin MurphyBram van Ginneken
Published in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
  • classification models
  • probabilistic model
  • decision trees
  • support vector
  • pairwise
  • active learning
  • supervised learning
  • maximum likelihood
  • class labels
  • x ray images
  • confidence scores