Table 1.
Overview of publicly available medical datasets of liver and liver tumor images. The LiTS dataset offers a comparably large amount of 3D scans, including liver and liver tumor annotations.
| Dataset | Institution | Liver | Tumor | Segmentation | #Volumes | Modality |
|---|---|---|---|---|---|---|
| TCGA-LIHC (Erickson et al., 2016) | TCIA | ✓ | ✓ | ✗ | 1688 | CT, MR, PT |
| MIDAS (Cleary, 2017) | IMAR | ✓ | ✓ | ✗ | 4 | CT |
| 3Dircadb-01 and 3Dircadb-02 (Soler et al., 2010) | IRCAD | ✓ | ✓ | ✓ | 22 | CT |
| SLIVER’07 (Heimann et al., 2009) | DKFZ | ✓ | ✗ | ✓ | 30 | CT |
| LTSC’08 (Heimann et al., 2009) | Siemens | ✗ | ✓ | ✓ | 30 | CT |
| ImageCLEF’15 () | Bogazici Uni. | ✓ | ✗ | ✓ | 30 | CT |
| VISCERAL’16 (Jimenez-del Toro et al., 2016) | Uni. of Geneva | ✓ | ✗ | ✓ | 60/60 | CT/MRI |
| CHAOS’19 (Kavur et al., 2021) | Dokuz Eylul Uni. | ✓ | ✗ | ✓ | 40/120 | CT/MRI |
| LiTS | TUM | ✓ | ✓ | ✓ | 201 | CT |