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Effect of 2D/3D CNN architecture on the performance of models trained from scratch: p-values of pairwise compared ROCS between the 3D CNN model group and two 2D CNN model groups
| Scratch | Fine-tune | |
|---|---|---|
| 2D slice image transverse plane | 0.712 | 0.766 |
| 2D slice image multi-view plane | 0.733 | 0.838 |
| 3D volume image[19] | 0.809 | N/A |
