Table 6 Ablation Study on TCGA Lung Cancer with Different MIL Backbones.

From: Cross-slide augmentation for whole slide image classification based on class activation map

MIL Backbone

AUC

+WSICAM AUC

\(\Delta\)AUC

ABMIL

0.9235

0.9428

+1.93   %

DSMIL

0.9352

0.9573

+2.21   %

TransMIL

0.9278

0.9476

+1.98   %

Back to article page