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. 2020 May 7;10:7725. doi: 10.1038/s41598-020-64206-x

Table 1.

Comparison between the segmentation accuracy of our framework with the proposed loss and other methods using both DSC and HD metrics.

BCE Loss Proposed Loss Tversky Loss
Cavity Myocardium Cavity Myocardium Cavity Myocardium
DSC (%) 90.02 ± 2.11 87.33 ± 2.22 96.45 ± 1.56 93.26 ± 2.21 94.55 ± 1.41 92.32 ± 1.74
HD (mm) 0.91 ± 0.16 1.23 ± 0.14 0.59 ± 0.05 0.87 ± 0.15 0.63 ± 0.07 0.91 ± 0.13

The metrics are presented in the form of mean±SD for the LV cavity and myocardium of the heart.