Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Model performance on BN, LG, and HG slides classification
| MRMIL with different backbones | BN, LG, HG classification | Cancer detection | ||
|---|---|---|---|---|
| Cohen’s Kappa (%) | Acc (%) | AUROC (%) | AP (%) | |
| VGG11bn | 81.8 | 92.7 | 98.2 | 97.4 |
| VGG13bn | 79.9 | 92.0 | 97.8 | 96.9 |
| ResNet34 | 78.7 | 91.6 | 96.9 | 95.3 |
