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Selected data pre-processing and data augmentation configuration per architecture with normalisation (norm), image fidelity (IF), scaling and resolution (SC) and luminance and contrast (LC) groups.
| Model | Norm | IF | SR | LC |
|---|---|---|---|---|
| nnFormer | Range/std | ✓ | ✓ | ✓ |
| nnUNet | Min/max | ✗ | ✗ | ✓ |
| SegmentationNet | Min/max | ✓ | ✗ | ✗ |
| Swin-UNetr | Min/max | ✗ | ✓ | ✓ |
| Transbts | Min/max | ✗ | ✓ | ✓ |
| UNetr | Range/std | ✗ | ✓ | ✓ |
| VT-UNet | Range/std | ✗ | ✗ | ✗ |
