Table 1.
Number of annotations per class used in the training, validation, and test sets of the CNN
Class | Training | Validation 1 | Validation 2 | Validation 3 | Validation 4 | Validation 5 | Test Radboudumc | Test Mayo Clinic |
---|---|---|---|---|---|---|---|---|
Glomeruli | 84 | 12 | 10 | 12 | 19 | 6 | 39 | 37 |
Sclerotic glomeruli | 7 | 1 | 1 | 1 | 1 | 2 | 5 | 1 |
Empty Bowman’s capsules | 5 | 2 | 1 | 1 | 3 | 1 | 5 | 3 |
Proximal tubuli | 1941 | 433 | 253 | 139 | 346 | 145 | 636 | 1060 |
Distal tubuli | 1321 | 274 | 224 | 141 | 248 | 156 | 374 | 579 |
Atrophic tubuli | 1160 | 88 | 124 | 198 | 180 | 232 | 328 | 12 |
Undefined tubuli | 883 | 186 | 42 | 174 | 222 | 73 | 495 | 69 |
Arteries | 43 | 4 | 1 | 5 | 1 | 1 | 11 | 14 |
Interstitium | 44 | 6 | 5 | 6 | 5 | 5 | 17 | 19 |
Capsule | 4 | 2 | 1 | 1 | 1 | 1 | 4 | —a |
The Mayo Clinic WSIs did not contain any capsular structures.