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. 2021 Feb 10;23(2):e23693. doi: 10.2196/23693

Table 4.

Fine-tuning layers for classifier 1, classifier 2, and classifier 3.

Type Classifier 1 Classifier 2 Classifier 3

Output Kernel Output Kernel Output Kernel
Average pooling 2048 2×2 2048 2×2 2048 2×2
Flatten 8192 N/Aa 8192 N/A 8192 N/A
Dense 1024 N/A 1024 N/A 1024 N/A
Dropout (0.5) 1024 N/A 1024 N/A 1024 N/A
Dense 1024 N/A 1024 N/A 1024 N/A
Dropout (0.5) 1024 N/A 1024 N/A 1024 N/A
Dense 3 N/A 1024 N/A 16 N/A

aN/A: not applicable.