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. 2021 Jul 29;11(8):1119. doi: 10.3390/biom11081119

Table 8.

The effect of the 3D convolutional channels on the model performance.

Layer1 (in, out) Layer2 (in, out) Layer3 (in, out) AUC (std)
3DCNN (8,32) 3DCNN (32,64) 3DCNN (64,128) 0.953 (0.022)
3DCNN (8,8) 3DCNN (8,4) 3DCNN (4,2) 0.948 (0.022)
3DCNN (8,32) 3DCNN (32,32) 3DCNN (32,8) 0.947 (0.023)