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. 2024 Feb 22;12:1355735. doi: 10.3389/fbioe.2024.1355735

TABLE 2.

Comparison of models across three metrics for different cohorts trained with augmentation data. The significant p_value should be shown in bold.

PMW-1
Without aug. With aug. p Difference [%]
DSC (Mean ± SD [%]) U-Net 0.824 ± 0.051 0.834 ± 0.047 0.006 1.21
AFFU 0.833 ± 0.056 0.836 ± 0.050 0.796 NS
RVE (Mean ± SD [%]) U-Net 0.786 ± 0.145 0.780 ± 0.156 0.918 NS
AFFU 0.801 ± 0.104 0.806 ± 0.125 0.717 NS
HD Mean ± SD [mm] U-Net 27.2 ± 12.1 22.4 ± 9.0 0.020 17.65
AFFU 19.7 ± 7.5 17.8 ± 7.0 0.011 9.64
PMW-2
DSC (Mean ± SD [%]) U-Net 0.828 ± 0.073 0.846 ± 0.061 <0.001 2.17
AFFU 0.833 ± 0.065 0.842 ± 0.060 <0.001 1.08
RVE (Mean ± SD [%]) U-Net 0.880 ± 0.105 0.897 ± 0.094 <0.001 1.93
AFFU 0.873 ± 0.105 0.887 ± 0.100 <0.001 1.60
HD Mean ± SD [mm] U-Net 45.0 ± 47.6 36.1 ± 39.9 <0.001 19.8
AFFU 25.9 ± 27.9 27.0 ± 30.1 0.065 NS
PMW-OB
DSC (Mean ± SD [%]) U-Net 0.857 ± 0.049 0.866 ± 0.046 <0.001 1.05
AFFU 0.862 ± 0.048 0.864 ± 0.049 0.097 NS
RVE (Mean ± SD [%]) U-Net 0.914 ± 0.072 0.916 ± 0.069 0.472 NS
AFFU 0.919 ± 0.076 0.913 ± 0.079 0.067 NS
HD Mean ± SD [mm] U-Net 54.5 ± 58.4 51.6 ± 59.9 0.380 NS
AFFU 34.8 ± 46.8 36.2 ± 52.9 0.071 NS