Can You Trust Predictive Uncertainty Under Real Dataset Shifts in Digital Pathology?
Jeppe Thagaard, Søren Hauberg, Bert van der Vegt, Thomas Ebstrup, Johan D. Hansen, Anders Bjorholm Dahl
Topics & Concepts
Computer scienceCalibrationArtificial intelligenceDigital pathologyMachine learningDeep learningSet (abstract data type)Task (project management)Training setTest setData miningNode (physics)Pattern recognition (psychology)StatisticsMathematicsManagementEngineeringStructural engineeringEconomicsProgramming languageAI in cancer detectionRadiomics and Machine Learning in Medical ImagingCOVID-19 diagnosis using AI