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. 2023 Feb 4;10(2):207. doi: 10.3390/bioengineering10020207

Table 3.

Summary of the top five combinations of pretext tasks, patch sizes, and sampling methods for each dataset with the corresponding p-value for each combination, and sorted by p-value in ascending order. The bolded pretext task, patch size, and sampling method were chosen as the best combination of the three design choices.

MRI
Rank Pretext Task Patch Size Sampling Method p -Value
1 Context Restoration 64 × 64 Random 1.64 × 1018
2 Context Restoration 8 × 8 Random 1.89 × 1018
3 Context Restoration 32 × 32 Poisson-Disc 1.05 × 1017
4 Context Restoration 8 × 8 Poisson-Disc 4.03 × 1017
5 Context Restoration 32 × 32 Random 9.38 × 1016
CT
Rank Pretext Task Patch Size Sampling Method p -Value
1 Context Restoration 32 × 32 Poisson-Disc 6.29 × 1017
2 Context Restoration 64 × 64 Poisson-Disc 1.88 × 109
3 Context Restoration 32 × 32 Random 4.12 × 107
4 Context Prediction 64 × 64 Poisson-Disc 0.1
5 Context Prediction 64 × 64 Random 0.66