Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification
Eduardo Pooch, Pedro L. Ballester, Rodrigo C. Barros
Topics & Concepts
Computer scienceArtificial intelligenceDeep learningGeneralizationDomain (mathematical analysis)Chest radiographReliability (semiconductor)Machine learningParametrization (atmospheric modeling)RadiographyMathematicsQuantum mechanicsPhysicsRadiative transferMathematical analysisPower (physics)MedicineRadiologyCOVID-19 diagnosis using AILung Cancer Diagnosis and TreatmentRadiomics and Machine Learning in Medical Imaging