TABLE I.
Summary of the information on the datasets used in this study.
| name | modality | organ | image resolution (mm) |
data size | source |
|---|---|---|---|---|---|
| CP- younger fetus | T2 MRI | brain cortical plate | 0.80 | 27 | In-house (Boston Children’s Hospital) |
| CP- older fetus | T2 MRI | brain cortical plate | 0.80 | 15 | In-house (Boston Children’s Hospital) |
| CP- newborn | T2 MRI | brain cortical plate | 0.80 | 400 | [51] |
| Liver-CT | CT | liver | 0.80 0.80 1.0 | 19 | [52] |
| Liver-MRI-SPIR | MRI | liver | 1.5 1.5 8 | 20 | [53] |
| Liver-MRI-DUAL-in | MRI | liver | 1.5 1.5 8 | 20 | [53] |
| Liver-MRI-DUAL-out | MRI | liver | 1.5 1.5 8 | 20 | [53] |
| KiTS | CT | kidney | 1.0, 0.8, 0.8 | 300 | [54] |
| LiTS | CT | liver | 80 0.80 1.0 | 130 | [55] |
| Heart | MRI | left atrium | 1.25 1.25 1.37 | 20 | https://decathlon-10.grand-challenge.org/ |
| Prostate | MRI | prostate | 0.6 0.6 3.6 | 32 | https://decathlon-10.grand-challenge.org/ |
| Pancreas | CT | pancreas | 0.8 0.8 2.5 | 281 | https://decathlon-10.grand-challenge.org/ |
| Hippocampus | MRI | hippocampus | 1.0 | 260 | https://decathlon-10.grand-challenge.org/ |
| Spleen | CT | spleen | 0.8 0.8 5.0 | 41 | https://decathlon-10.grand-challenge.org/ |