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IVD morphological accuracy, reliability, and precision comparison by model architecture.
| Model | Morphology |
Deformation |
||||
|---|---|---|---|---|---|---|
| mDSC | ASDx (mm) | ASDy (mm) | ASDz (mm) | ICC(2,k) | SEm (%) | |
| 2D U-Net | 0.959 | 0.054 | 0.089 | – | 0.647 | 0.820 |
| 3D U-Net | 0.982 | 0.068 | 0.034 | 0.033 | 0.926 | 0.420 |
