Table 4 Median and standard deviation of AUROC performance
From: Weakly-supervised deep learning models enable HER2-low prediction from H &E stained slides
ADMIL | CLAM | TransMIL | |
|---|---|---|---|
M1 | 0.87 +0.02 | 0.90 +0.01 | 0.88 +0.03 |
M2 | 0.85 +0.02 | 0.85 +0.02 | 0.85 +0.02 |
M3 | 0.84 +0.02 | 0.87 +0.02 | 0.88 +0.04 |
M4 | N/A | 0.85 +0.01 | N/A |
M5 | 0.73 +0.05 | 0.72 +0.02 | 0.71 +0.02 |
M6 | N/A | 0.78 +0.02 | N/A |