Hepatocellular Carcinoma Detection on Hepatocellular carcinoma (HCC)
100SensitivitynnU-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| nnU-Net2026.07 | 100 | — | |
| Hep Par 1Reference Study=[5]2026.07 | 96 | — | |
| pCEAReference Study=[5], Positive Staining Pattern Definition=canalicular2026.07 | 96 | — | |
| Hep Par 1Reference Study=[4]2026.07 | 95 | — | |
| CK34Reference Study=[13], Positive Staining Pattern Definition=complete or diffuse staining pattern of sinusoidal endothelial cells (CD34)2026.07 | 95 | — | |
| CK34Reference Study=[21], Positive Staining Pattern Definition=complete or diffuse staining pattern of sinusoidal endothelial cells (CD34)2026.07 | 94 | — | |
| Hep Par 1Reference Study=[3]2026.07 | 92 | — | |
| Hep Par 1Reference Study=[2]2026.07 | 90 | — | |
| GPC3Reference Study=[13]2026.07 | 88 | — | |
| Hep Par 1Reference Study=[1]2026.07 | 86 | — | |
| GPC3Reference Study=[12]2026.07 | 84 | — | |
| GPC3Reference Study=[11]2026.07 | 83 | — | |
| GPC3Reference Study=[10]2026.07 | 79 | — | |
| GPC3Reference Study=[9]2026.07 | 77 | — | |
| GPC3Reference Study=[8]2026.07 | 76 | — | |
| GPC3Reference Study=[7]2026.07 | 75 | — | |
| pCEAReference Study=[18], Positive Staining Pattern Definition=canalicular2026.07 | 71 | — | |
| CK8/18Reference Study=[17]2026.07 | 70 | — | |
| pCEAReference Study=[2], Positive Staining Pattern Definition=canalicular2026.07 | 69 | — | |
| pCEAReference Study=[17], Positive Staining Pattern Definition=canalicular2026.07 | 50 | — | |
| CK7Reference Study=[2]2026.07 | 21 | — | |
| CK7Reference Study=[17]2026.07 | 20 | — | |
| MOC 31Reference Study=[1]2026.07 | 14 | — | |
| MOC 31Reference Study=[2]2026.07 | 12 | — | |
| CK19Reference Study=[2]2026.07 | 10 | — | |
| MOC 31Reference Study=[5]2026.07 | 7 | — | |
| CK7Reference Study=[20]2026.07 | 7 | — | |
| CK20Reference Study=[2]2026.07 | 5 | — | |
| MOC 31Reference Study=[19]2026.07 | 0 | — | |
| CK19Reference Study=[20]2026.07 | 0 | — | |
| CK20Reference Study=[20]2026.07 | 0 | — |