What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification?
Amitojdeep Singh, Sourya Sengupta, Janarthanam Jothi Balaji, Abdul Rasheed Mohammed, Ibrahim Faruq, Varadharajan Jayakumar, John Zelek, Vasudevan Lakshminarayanan
Topics & Concepts
Computer scienceConvolutional neural networkArtificial intelligenceRobustness (evolution)Deep learningMachine learningAttributionSegmentationRelevance (law)Domain (mathematical analysis)MathematicsPsychologyChemistrySocial psychologyBiochemistryPolitical scienceLawMathematical analysisGeneRetinal Imaging and AnalysisExplainable Artificial Intelligence (XAI)Imbalanced Data Classification Techniques