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Patient-level detection performance
| Split | model | Sensitivity | Specificity | PPV | detection rate by patient-level ISUP Grade Groups |
||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 3 | 4 | 5 | ||||||
|
| |||||||||||
| Validation | UNet | 0.922 | 0.067 | 0.808 | 14/15 | 11/11 | 19/21 | 12/13 | 14/15 | 3/4 | |
| AHNet | 0.953 | 0.267 | 0.847 | 11/15 | 10/11 | 20/21 | 13/13 | 14/15 | 4/4 | ||
| test | UNet | 0.917 | 0.056 | 0.764 | 17/18 | 4/5 | 25/26 | 8/9 | 13/15 | 5/5 | |
| AHNet | 0.933 | 0.222 | 0.800 | 14/18 | 5/5 | 24/25 | 7/9 | 15/15 | 5/5 | ||
ISUP International Society of Urological Pathology
