Table 1 Results of the Attention-Based MIL method on the tasks of IHC score prediction and HER2 status prediction.

From: Predicting the HER2 status in oesophageal cancer from tissue microarrays using convolutional neural networks

Task

Balanced acc.

Precision

Recall

F1 score

IHC score prediction

0.8249

0.9470

0.9185

0.9302

HER2 status prediction

0.9429

0.9705

0.9478

0.9551

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