Medical Image Segmentation on MSD Pancreas (5-fold CV)
79.7Dice (Label 1)ensemble 3D U-Net + 3D U-Net (U-Net Cascade)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ensemble 3D U-Net + 3D U-Net (U-Net Cascade)Ensemble=3D U-Net + 3D U-Net (Cascade)2018.09 | 79.7 | 49.14 | |
| 3D U-Net stage1 onlyArchitecture=3D U-Net, Pipeline=U-Net Cascade, Stage=1 only2018.09 | 79.45 | 49.65 | |
| 3D U-Net (U-Net Cascade)Architecture=3D U-Net, Pipeline=U-Net Cascade2018.09 | 79.3 | 52.12 | |
| ensemble 2D U-Net + 3D U-Net (U-Net Cascade)Ensemble=2D U-Net + 3D U-Net (Cascade)2018.09 | 78.79 | 45.46 | |
| ensemble 2D U-Net + 3D U-NetEnsemble=2D U-Net + 3D U-Net2018.09 | 78.26 | 40.46 | |
| 3D U-NetArchitecture=3D U-Net2018.09 | 77.69 | 42.69 | |
| 2D U-NetArchitecture=2D U-Net2018.09 | 74.7 | 35.41 |