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. 2019 Aug 12;8(4):527–539. doi: 10.1007/s40123-019-00207-y

Fig. 4.

Fig. 4

Heat maps for two CNN classification models. a Heat map for the first model for classifying normal and AMD OCT images, b heat map for the second model for classifying the presence or absence of any fluid. CAM was able to identify characteristic areas on the OCT, and it is presented as a heat map. CAM class activation mapping, AMD age-related macular degeneration, CNN convolution neural network, OCT optical coherence tomography