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Evaluating the effect of pre-processing on classification and Segmentation tasks in terms of validation accuracy. Bolded values indicate the improved results.
| Task | Image type | Criteria | With pre-processing (%) | No pre-processing (%) |
|---|---|---|---|---|
| Classification | MR | Accuracy | 73.30 | 68.74 |
| CT | Accuracy | 82.28 | 77.72 | |
| Segmentation | MR | Mean Abs. Err. | 2.73 | 47.64 |
| Dice | 98.64 | 81.74 | ||
| CT | Mean Abs. Err. | 3.68 | 19.99 | |
| Dice | 98.25 | 95.25 |
