TABLE 4.
Metrics | Leave‐one‐scanner‐out (mean ± Std) | k‐fold cross‐validation (mean ± Std) | p value |
---|---|---|---|
VS (%) | 91.9 ± 6.2 | 92.2 ± 5.7 | .268 |
HD95(mm)↓ | 1.86 ± 0.58 | 1.76 ± 0.51 | <.001 |
DSC (%) | 68.3 ± 5.0 | 69.5 ± 5.3 | <.001 |
Note: Values in bold denote statistical significance. Statistical differences between them with respect to HD95 and Dice score were observed. It indicated that testing on unseen scanners harms the segmentation performance.
Abbreviations: DSC, Dice similarity coefficient; HD95, 95th percentile of Hausdorff Distance; VS, volumetric similarity.