Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax Diagnosis
Zirui Qiu, Hassan Rivaz, Yiming Xiao
Topics & Concepts
Computer scienceDeep learningArtificial intelligenceMachine learningRobustness (evolution)SAFERArtificial neural networkPopularityConvolutional neural networkFlexibility (engineering)GeneChemistryMathematicsPsychologyBiochemistrySocial psychologyStatisticsComputer securityExplainable Artificial Intelligence (XAI)Clinical Reasoning and Diagnostic SkillsCOVID-19 diagnosis using AI