UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.
European Journal of Cancer 169, 156–165
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UbiQVision: Quantifying Uncertainty in XAI for Image Recognition
UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.