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. Author manuscript; available in PMC: 2023 Jul 6.
Published in final edited form as: IEEE Trans Med Imaging. 2022 Aug 31;41(9):2228–2237. doi: 10.1109/TMI.2022.3161829

TABLE II.

Quantitative Segmentation Results on the Pancreas Dataset. The Backbone Network of All Evaluated Methods Are V-Net

Method # scans used Metrics
Labeled Unlabeled Dice[%] Jaccard[%] ASD[voxel] 95HD[voxel]
V-Net [7] 62 0 77.84 64.78 3.73 8.92
V-Net 12 0 62.42 48.06 4.77 22.34
MT [32] 12 50 71.29 56.69 2.82 16.31
DAN [15] 12 50 68.67 53.97 3.07 15.78
CPS [68] 12 50 69.28 54.02 3.07 15.34
Entropy Mini [69] 12 50 69.33 54.32 2.92 15.29
UA-MT [20] 12 50 72.43 57.91 4.25 11.01
ICT [70] 12 50 70.06 55.66 2.98 13.05
SASSNet [21] 12 50 70.47 55.74 4.26 10.95
DTC [23] 12 50 74.07 60.17 2.61 10.35
Chaitanya et al. [24] 12 50 70.79 55.76 6.08 15.35
SimCVD (ours) 12 50 75.39 61.56 2.33 9.84