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. 2024 Mar 13;14:6086. doi: 10.1038/s41598-024-56706-x

Table 6.

Median and standard deviation of Dice and IoU values computed from the binary segmentation masks predicted by two U-Nets for 191 image slices of the test set.

U-Net Metric Median Std Shapiro t-test Wilcoxon F-test Bartlett Levene
64 Dice 0.484 0.300 1.11e−8 9.20e−5 1.52e−5 0.490 0.490 0.437
128 Dice 0.574 0.315 3.91e−10
64 IoU 0.320 0.259 1.38e−7 1.42e−5 6.44e−5 0.182 0.182 0.0337
128 IoU 0.403 0.285 1.90e−8

The U-Nets with different depths are distinguished here according to whether the maximum dimensionality of a Conv2D layer is 64 or 128. The table also contains the p values of Shapiro–Wilk tests for testing the normality separately for Dice and IoU values of each U-Net, and p values of t-tests, Wilcoxon tests, F-tests, Bartlett’s tests, and Levene’s tests comparing the two U-Nets.