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Screenshots of the main features of our DUNEScan web server. (a) Average model predictions for a given skin lesion image (malignant or benign) provided by the six available CNN models, (b) boxplots showing uncertainty of model predictions, (c) Grad-CAM gradient saliency plot of most important lesion features, (d) classification manifold from the MobileNetv2 features, (e) confusion matrices computed over the test set for all six CNN models.
