Table 7 Results of ablation experiments on the SegPC-2021 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) | Cytoplasm | Nucleus |
|---|---|---|---|---|---|
Without DCRM+CFE | 80.02±1.07 | [77.3620, 82.6780] | 34.19±1.56 | 78.94 | 81.10 |
Only DCRM | 83.01±0.48 | [81.8176, 84.2024] | 30.93±1.30 | 82.13 | 83.89 |
Only CFEM | 82.80±0.66 | [81.1605, 84.4395] | 31.56±0.96 | 81.58 | 84.01 |
DCRM\(^1\)+CFEM | 82.86±0.57 | [81.4440, 84.2760] | 29.90±1.00 | 81.65 | 83.96 |
DCRM\(^2\)+CFEM | 82.90±0.52 | [81.6082, 84.1918] | 30.94±0.76 | 81.79 | 84.02 |
DCRM\(^3\)+CFEM | 83.24±0.61 | [81.7247, 84.7553] | 30.86±0.83 | 82.39 | 84.08 |
DCRM+CFEM | 83.57±0.54 | [82.2286, 84.9114] | 29.36±0.63 | 82.31 | 84.84 |
