Prediction confidence for DNN classification of medical images

  • Swimlane: Current
  • Column: Draft
  • Position: 10
  • Assignee: Olivier Debeir
  • Creator: Olivier Debeir
  • Started:
  • Created: 16/09/2020 09:34
  • Modified: 06/10/2020 14:20
  • Moved: 06/10/2020 14:20
Description

DNN are known to produce good quality prediction in many area. But DNN are also known to produces errors with a high confidence (few indices of possible mistakes). The projects aims to study solutions to produce a good quality confidence estimation of the produced outcome.
The data set used will be: prostatex.grand-challenge.org

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