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. 2024 Jun 27;15:164. doi: 10.1186/s13244-024-01724-6

Table 3.

Segmentation performance of hepatic vein (HV) and portal vein (PV) compared with literature

First Author/ Year Modality Segmentation Methodology Test Dataset Size Liver Diseases DSC in test Dataset (HV/PV) Vessels
Tong/2023 < 15 > CT CM U-Net 80 NA 0.70/NA Only HV
Tong/2023 < 17 > CT SDA U-Net 80 Liver tumors and calcification 0.71/NA Only HV
Zbinden/2022 < 28 > MR 3D nnU-Net 30 With/without chronic liver disease 0.532 /0.634 HV/PV
Oh/2023 < 24 > MR 3D Residual U-Net 12 Liver tumors 0.70/0.61 HV/PV
Proposed CT 3D U-Net 178 Healthy livers, hepatic steatosis, cirrhosis and candidates for major hepatectomy 0.67/0.68 HV/PV