Table 2 Summary of the ten data sets of the Medical Segmentation Decathlon.
Phase | Task | Modality | Protocol | Target | # Cases (Train/Test) |
|---|---|---|---|---|---|
Development phase | Brain | mp-MRI | FLAIR, T1w, T1 \w Gd, T2w | Edema, enhancing and non-enhancing tumor | 750 4D volumes (484/266) |
Heart | MRI | – | Left atrium | 30 3D volumes (20/10) | |
Hippocampus | MRI | T1w | Anterior and posterior of hippocampus | 394 3D volumes (263/131) | |
Liver | CT | Portal-venous phase | Liver and liver tumor | 210 3D volumes (131/70) | |
Lung | CT | – | Lung and lung cancer | 96 3D volumes (64/32) | |
Pancreas | CT | Portal-venous phase | Pancreas and pancreatic tumor mass | 420 3D volumes (282/139) | |
Prostate | mp-MRI | T2, ADC | Prostate PZ and TZ | 48 4D volumes (32/16) | |
Mystery phase | Colon | CT | Portal-venous phase | Colon cancer primaries | 190 3D volumes (126/64) |
Hepatic Vessels | CT | Portal-venous phase | Hepatic vessels and hepatic tumor | 443 3D volumes (303/140) | |
Spleen | CT | Portal-venous phase | Spleen | 61 3D volumes (41/20) |
