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. 2019 Apr 1;46(5):2052–2063. doi: 10.1002/mp.13500

Figure 6.

Figure 6

Examples of partial least square (PLS) components and regression coefficients (i.e., the template B), from the experimental condition #1. The corresponding convolutional neural network (CNN) codes were extracted from the 26th convolutional layer of ResNet‐50. (a) The most significant 20 PLS components from a pair of lesion‐present/absent images. (b) The PLS regression coefficients with respect to the randomly selected feature channels from the 26th convolutional layer of ResNet‐50 and were reshaped to match the spatial location of image features, for the convenience of illustration. The display window was [0, 0.06].