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Visualization of different cases (Bacterial Pneumonia, Viral Pneumonia, and COVID-19) considered in this study and their associated critical factors in decision making by our proposed method. In each subfigure, the left figure presents the input to the model and its ground truth label; the right figure presents the predicted probabilities for each class and highlight the factors critical corresponding to the top predicted class. We have used jet colormap to colorize heatmap.
