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A framework for falsifiable explanations of machine learning models with an application in computational pathology.

David SchuhmacherStephanie SchörnerClaus KüpperFrederik GroßerüschkampCarlo SternemannCeline LugnierAnna-Lena KraeftHendrik JütteAndrea TannapfelAnke Reinacher-SchickKlaus GerwertAxel Mosig
Published in: Medical Image Anal. (2022)
Keyphrases
  • machine learning models
  • data sets
  • neural network
  • machine learning
  • real world
  • learning algorithm
  • artificial neural networks
  • evolutionary algorithm
  • knn
  • information extraction
  • nearest neighbor