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. Author manuscript; available in PMC: 2022 Nov 17.
Published in final edited form as: IEEE Trans Med Imaging. 2022 Oct 27;41(11):3003–3015. doi: 10.1109/TMI.2022.3176598

Fig. 6. GraphCAMs for failure cases.

Fig. 6.

The first row shows a sample WSI from the LUAD class where the model prediction was LSCC, and the second row shows an WSI from the LSCC class where the model prediction was LUAD. The first column shows the original WSI, and the second and third columns show the generated GraphCAMs along with prediction probabilities. The bold font underneath certain GraphCAMs was used to indicate the model predicted class label for the respective cases. Since this is a 3-label classification task (normal vs. LUAD vs. LSCC), the LUAD and LSCC probability values do not add up to 1.