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. 2021 Apr 1;21(7):2427. doi: 10.3390/s21072427

Table 2.

Accuracy and precision of the DeepHarp method compared to other methods: the metric is the Dice coefficient. The bold numbers are showing highest Dice scores. DeepHarp has highest Dice score in accuracy and HippoDeep has highest Dice score in robustness.

Test Set/Dice Coefficient Test-Retest Set/Dice Coefficient
Left Hippocampus
Mean ± SD
Right Hippocampus
Mean ± SD
p-Values vs. DeepHarp
Left Hippocampus
p-Values vs. DeepHarp
Right Hippocampus
Left Hippocampus
Mean ± SD
Right Hippocampus Mean ± SD p-Values vs. DeepHarp
Left Hippocampus
p-Values vs. DeepHarp
Right
Hippocampus
DeepHarp 0.893 ± 0.017 0.889 ± 0.190 N/A N/A 0.95 ± 0.01 0.951 ± 0.005 N/A N/A
HippoDeep 0.799 ± 0.033 0.79 ± 0.049 <0.001 <0.001 0.957 ± 0.008 0.96 ± 0.006 0.029 <0.001
QuickNat 0.812 ± 0.024 0.834 ± 0.023 <0.001 <0.001 0.948 ± 0.007 0.951 ± 0.006 0.278 0.817
FSL 0.765 ± 0.025 0.759 ± 0.037 <0.001 <0.001 0.918 ± 0.017 0.923 ± 0.012 <0.001 <0.001
FreeSurfer 0.715 ± 0.047 0.741 ± 0.033 <0.001 <0.001 0.91 ± 0.01 0.916 ± 0.008 <0.001 <0.001