Medical Image Segmentation on MSD Lung (5-fold CV)
66.85Dice (Label 1)3D U-Net (U-Net Cascade)
Evaluation results
| Method | Links | |
|---|---|---|
| 3D U-Net (U-Net Cascade)Architecture=3D U-Net, Pipeline=U-Net Cascade2018.09 | 66.85 | |
| 3D U-Net stage1 onlyArchitecture=3D U-Net, Pipeline=U-Net Cascade, Stage=1 only2018.09 | 65.33 | |
| ensemble 3D U-Net + 3D U-Net (U-Net Cascade)Ensemble=3D U-Net + 3D U-Net (Cascade)2018.09 | 65.16 | |
| ensemble 2D U-Net + 3D U-Net (U-Net Cascade)Ensemble=2D U-Net + 3D U-Net (Cascade)2018.09 | 61.18 | |
| ensemble 2D U-Net + 3D U-NetEnsemble=2D U-Net + 3D U-Net2018.09 | 55.96 | |
| 3D U-NetArchitecture=3D U-Net2018.09 | 55.87 | |
| 2D U-NetArchitecture=2D U-Net2018.09 | 52.68 |