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. 2023 Jun 13;14(7):3294–3307. doi: 10.1364/BOE.486276

Table 3. Comparison with other methods that may improve the annotation efficiency in OCT segmentation. The data format in the table is the mean (standard deviation).

Methods SRF PED Choroid
10% 100% 10% 100% 10% 100%
Transfer learning [29] 0.637 (0.278) 0.727 (0.239) 0.381 (0.212) 0.525 (0.254) 0.875 (0.087) 0.890 (0.076)
Semi-supervised learning-1 [48] 0.784 (0.220) 0.796 (0.198) 0.587 (0.244) 0.622 (0.255) 0.871 (0.076) 0.882 (0.095)
Semi-supervised learning-2 [49] 0.737 (0.267) 0.798 (0.193) 0.536 (0.229) 0.672 (0.212) 0.874 (0.081) 0.888 (0.084)
Ours 0.795 (0.186) 0.824 (0.148) 0.676 (0.209) 0.724 (0.196) 0.879 (0.077) 0.895 (0.073)