Gradient-Based Saliency Maps Are Not Trustworthy Visual Explanations of Automated AI Musculoskeletal Diagnoses
K. Venkatesh, Simukayi Mutasa, Fletcher Moore, Jeremias Sulam, Paul H. Yi
Topics & Concepts
Artificial intelligenceRepeatabilityTrustworthinessReproducibilityConvolutional neural networkRobustness (evolution)Ground truthComputer sciencePattern recognition (psychology)Sensitivity (control systems)Image (mathematics)Machine learningMathematicsStatisticsBiologyBiochemistryGeneEngineeringElectronic engineeringComputer securityArtificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)Meta-analysis and systematic reviews