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. 2022 Sep 1;12:14851. doi: 10.1038/s41598-022-19045-3

Figure 7.

Figure 7

Grad-CAM visualizations for an intermediate convolutional layer of the ResNet-50 incorporated in our SNN. Each column represents one image pair. The first four columns (ad) show true positive classifications. The last two columns (e) and (f) depict a false positive and a false negative classification, respectively. The obtained attention maps clearly illustrate that the selected network layer focuses on the ribs and the outline of the thorax.