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. Author manuscript; available in PMC: 2022 Apr 1.
Published in final edited form as: Comput Med Imaging Graph. 2021 Mar 3;89:101841. doi: 10.1016/j.compmedimag.2020.101841

Table 1.

Impact of dropout. Two strong-weak data splits of the lung nodule and cochlea datasets are tested.

Lung nodule Cochlea
160-0 100-60 33-33 22-44
U-Net, w D 84.04 ± 0.40 81.85 ± 0.31 86.55 ± 0.81 85.01 ± 0.39
U-Net+Unary sSE, w D 84.01 ± 0.11 81.35 ± 1.39 85.30 ± 0.28 84.38 ± 0.03
U-Net, w/o D 83.91 ± 0.65 81.47 ± 0.78 86.41 ± 0.38 84.84 ± 1.02
U-Net+Unary sSE, w/o D 84.85 ± 0.31 82.21 ± 0.59 86.71 ± 0.38 85.17 ± 0.31