Table 6 Results of ablation experiments on the ACDC dataset. Among them, DSC (M+SD) represents the mean and standard deviation of DSC. DSC (CI) represents the 95% confidence interval of DSC. HD (M+SD) represents the mean and standard deviation of HD.
From: Medical image segmentation model based on local enhancement driven global optimization
Methods | DSC(M±SD) | DSC(CI) | HD(M±SD) | RV | Myo | LV |
|---|---|---|---|---|---|---|
Without DCRM+CFEM | 89.34±0.91 | [87.0690, 91.5910] | 1.44±0.21 | 89.43 | 84.92 | 93.68 |
Only DCRM | 92.69±0.53 | [91.3734, 94.0066] | 1.04±0.33 | 92.04 | 89.94 | 96.09 |
Only CFEM | 92.22±0.67 | [90.5556, 93.8844] | 1.03±0.27 | 91.77 | 89.36 | 95.55 |
DCRM\(^1\)+CFEM | 92.25±0.70 | [90.4811, 93.9589] | 1.21±0.39 | 91.92 | 89.08 | 95.69 |
DCRM\(^2\)+CFEM | 92.36±0.55 | [90.9937, 93.7263] | 1.16±0.29 | 91.99 | 89.30 | 95.79 |
DCRM\(^3\)+CFEM | 92.47±0.60 | [90.9795, 93.9605] | 1.03±0.31 | 91.36 | 89.82 | 96.21 |
DCRM+CFEM | 92.93±0.43 | [91.8618, 93.9982] | 1.03±0.21 | 92.15 | 90.30 | 96.33 |
