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Class Activation Maps for weakly [(i) - (iii)] and fully supervised [(iv) - (vi)] ResNet reveal that the models discriminate between PVC and OTHER beats primarily based on the morphology of the QRS-complex. The models appear to have learned to focus on similar regularities. Graphs (i) and (iv) represent an example OTHER beat, while the others show two examples of PVC beats.
