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. 2020 Aug;192:105420. doi: 10.1016/j.cmpb.2020.105420

Table 2.

Training accuracy for different fine-tuning configurations. The network is first trained on Dataset-1 and Dataset-2 is used to fine-tune the selected layers. The 7-layer configuration with the minimum number of trainable parameters is selected.

Configuration Dice Coefficient
19-layers 0.875
13-layers 0.873
7-layers 0.863