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. 2018 Oct 10;9(11):5353–5367. doi: 10.1364/BOE.9.005353

Table 2.

Average performance of the automated methods with respect to manual marking

Sensitivity False Discovery Rate Dice’s Coefficient
Transfer Learning 0.940 ± 0.041 0.079 ± 0.037 0.929 ± 0.018
Fine-Tuning (Layer 5) 0.936 ± 0.046 0.062 ± 0.038 0.935 ± 0.017
Fine-Tuning (Layer 9) 0.936 ± 0.049 0.073 ± 0.043 0.930 ± 0.018
Random Initialization 0.942 ± 0.034 0.093 ± 0.038 0.923 ± 0.017