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. Author manuscript; available in PMC: 2023 Mar 2.
Published in final edited form as: IEEE Trans Med Imaging. 2022 Mar 2;41(3):531–542. doi: 10.1109/TMI.2021.3117564

TABLE VI:

Quantitative comparison of different semi-supervised methods for PF lesion segmentation. Ran: Ratio of annotated images in the training set.

R an Method Dice (%) RVE (%) HD95 (mm)
10% Baseline 54.73±16.34 45.83±24.99 25.79±18.71
Fan et al. [13] 60.44±15.86 42.40±21.06 17.44±16.00
Bai et al. [32] 65.03±18.01 32.98±23.16 16.82±14.82
Cui et al. [33] 61.86±16.20 41.16±20.78 16.72±16.18
UA-MT [34] 63.94±15.72 38.47±21.22 15.14±15.34
I-CRAWL 67.18±14.02 32.12±18.50 11.85±9.82

20% Baseline 70.36±10.14 27.96±21.72 10.87±9.28
Fan et al. [13] 71.62±10.32 27.57±19.09 10.54±8.41
Bai et al. [32] 72.13±8.97 27.38±20.39 8.38±4.75
Cui et al. [33] 70.39±10.42 26.63±24.85 9.48±8.82
UA-MT [34] 70.46±9.53 27.14±23.17 8.25±4.93
I-CRAWL 73.04±10.14 26.12±20.37 7.92±4.87

50% Baseline 72.09±12.54 26.49±23.19 9.38±6.43
Fan et al. [13] 72.69±11.41 26.46±17.71 9.19±6.45
Bai et al. [32] 72.92±10.41 25.71±19.97 7.45±4.98
Cui et al. [33] 72.72±12.44 24.57±19.96 8.11±5.76
UA-MT [34] 73.40±11.48 24.67±19.08 7.86±4.56
I-CRAWL 74.02±13.77 23.93±16.75 7.24±5.03

Full Supervision 74.58±10.99 23.07± 15.79 7.03±4.09

denotes there is no significant difference from full supervision (p-value > 0.05).