Table 3 Mean and deviation values of the actual output of the second stage model for a set of combination ratios between Gleason patterns 3 and 4.
From: Yet Another Automated Gleason Grading System (YAAGGS) by weakly supervised deep learning
GP3: GP4 | 100%: 0% | 80%: 20% | 60%: 40% | 40%: 60% | 20%: 80% | 0%: 100% |
|---|---|---|---|---|---|---|
benign | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.01 ± 0.00 |
grade group 1 | 0.30 ± 0.20c,2 | 0.05 ± 0.10 | 0.02 ± 0.02 | 0.01 ± 0.03 | 0.01 ± 0.01 | 0.00 ± 0.01 |
grade group 2 | 0.54 ± 0.131 | 0.55 ± 0.08c,1 | 0.37 ± 0.21c,2 | 0.28 ± 0.262 | 0.20 ± 0.15 | 0.09 ± 0.14 |
grade group 3 | 0.14 ± 0.08 | 0.33 ± 0.132 | 0.44 ± 0.071 | 0.44 ± 0.10c,1 | 0.40 ± 0.10c,1 | 0.28 ± 0.15 |
grade group 4 | 0.02 ± 0.01 | 0.06 ± 0.05 | 0.14 ± 0.12 | 0.19 ± 0.13 | 0.25 ± 0.132 | 0.33 ± 0.09c,1 |
grade group 5 | 0.00 ± 0.00 | 0.01 ± 0.01 | 0.04 ± 0.07 | 0.07 ± 0.08 | 0.11 ± 0.14 | 0.29 ± 0.212 |
