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. 2022 Nov 18;36(2):547–561. doi: 10.1007/s10278-022-00718-4

Table 5.

Ablation study: the MSFA module, naïve FR module, coarse-to-fine supervision, and the proposed Exponential Weighted Center loss function

MRE 2mm 2.5mm 3mm 4mm
U-Net 1.38 84.45 90.45 93.57 97.33
FPN 1.19 85.47 92.17 95.54 98.24
MSFA(+) 1.18 85.73 92.31 95.83 98.36
MSFA 1.17 86.17 92.42 95.64 98.38
MSFA+FR* 1.16 86.91 92.63 95.68 98.45
MSFA+FR 1.15 87.43 93.01 95.85 98.45
MSFA+FR+EWC 1.12 88.03 92.73 95.96 98.48

The bold value in each column represents the best result