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. 2020 Dec 4;212:106647. doi: 10.1016/j.knosys.2020.106647

Table 7.

Ablation experiments on the proposed FSS-2019-nCov on CT-1 dataset.

Methods DSC Sens Spec Sα Eϕ MAE
Baseline w/o pretraining 0.643 0.681 0.834 0.721 0.719 0.278
Baseline w/ pre-training 0.665 0.718 0.881 0.741 0.735 0.181
Backbone + SAC (atrous) 0.701 0.737 0.929 0.769 0.815 0.166
Backbone + SAC (SS-Conv) 0.731 0.748 0.956 0.781 0.863 0.105
Backbone + MPP 0.715 0.712 0.941 0.749 0.841 0.119
*FSS-2019-nCov 0.798 0.803 0.986 0.834 0.908 0.065