Multi-organ Segmentation on Aggregated Partially Labeled Datasets (F, P1, P2, P3, P4) (test)
93.1Mean Dice CoefficientMargExc MIA
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MargExc MIAStage=Last stage2021.03 | 93.1 | 96.9 | 95.7 | 0.924 | 0.97 | 0.836 | 0.808 | 0.946 | 0.952 | 0.978 | 0.972 | |
| phi_{F+P1}Target Organs=Liver, Training Data=F+P12021.03 | 92.5 | 95.8 | 96.4 | — | — | — | — | — | — | — | — | |
| FTIncremental Mode=Fine-Tuning, Stage=Last stage2021.03 | 92.5 | 91.7 | 97 | 0.913 | 0.963 | — | — | — | — | — | — | |
| MiBOrganMethod Detail=MiB+CORR, Stage=Last stage2021.03 | 92.1 | 96.1 | 96 | 0.95 | 0.95 | 0.809 | 0.814 | 0.917 | 0.971 | 0.921 | 0.953 | |
| MiBStage=Last stage2021.03 | 91.1 | 95.8 | 96.2 | 0.937 | 0.949 | 0.795 | 0.807 | 0.913 | 0.955 | 0.912 | 0.919 | |
| ILTStage=Last stage2021.03 | 90.6 | 95.9 | 96.1 | 0.94 | 0.956 | 0.804 | 0.807 | 0.912 | 0.944 | 0.879 | 0.9 | |
| phi_FTarget Organs=Five organs, Training Data=F2021.03 | 82.5 | 96.7 | — | 0.969 | — | 0.786 | — | 0.949 | — | 0.926 | — | |
| phi_{F+P4}Target Organs=R/L Kidney, Training Data=F+P42021.03 | 37.9 | — | — | — | — | — | — | 0.917 | 0.978 | 0.919 | 0.973 | |
| LwFStage=Last stage2021.03 | 37.9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.917 | 0.978 | |
| phi_{F+P2}Target Organs=Spleen, Training Data=F+P22021.03 | — | — | — | 0.951 | 0.955 | — | — | — | — | — | — | |
| phi_{F+P3}Target Organs=Pancreas, Training Data=F+P32021.03 | — | — | — | — | — | 0.809 | 0.85 | — | — | — | — |