Table 5 Results of ablation experiments on the Synapse 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) | Aorta | Gallbadder | Kidney(L) | Kidney(R) | Liver | Pancreas | Spleen | Stomach |
|---|---|---|---|---|---|---|---|---|---|---|---|
Without DCRM+CFEM | 80.80±0.78 | [78.8624, 82.7376] | 23.42±0.78 | 88.45 | 63.76 | 82.61 | 82.02 | 95.06 | 63.91 | 89.83 | 80.75 |
Only DCRM | 83.84±0.47 | [82.6725, 85.0075] | 9.01±0.91 | 88.95 | 72.01 | 86.86 | 84.29 | 95.52 | 70.76 | 90.81 | 80.51 |
Only CFEM | 83.29±0.63 | [81.7250, 84.8550] | 19.32±0.84 | 88.05 | 74.06 | 86.10 | 83.86 | 95.37 | 69.54 | 89.95 | 79.38 |
DCRM\(^1\)+CFEM | 83.39±0.52 | [82.0982, 84.6818] | 16.65±0.75 | 89.37 | 72.99 | 86.93 | 84.32 | 95.40 | 69.80 | 91.25 | 77.03 |
DCRM\(^2\)+CFEM | 83.42±0.36 | [82.5257, 84.3143] | 11.23±0.64 | 89.14 | 74.12 | 88.44 | 83.97 | 95.46 | 67.82 | 90.56 | 77.86 |
DCRM\(^3\)+CFEM | 83.81±0.43 | [82.7418, 84.8782] | 11.41±0.78 | 89.93 | 75.03 | 86.29 | 84.12 | 95.26 | 69.32 | 91.76 | 78.75 |
DCRM+CFEM | 84.20±0.55 | [82.8337, 85.5663] | 14.87±0.67 | 88.45 | 72.12 | 86.83 | 85.77 | 95.11 | 72.73 | 91.39 | 81.24 |
