Table 1 Summary of performance on unseen test data for each deep learning stage

From: Mapping cell-to-tissue graphs across human placenta histology whole slide images using deep learning with HAPPY

 

F1

Nuclei Detection

0.884

 

Accuracy

Top-2 Accuracy

ROC AUC

Cell Classification

84.29%

94.90%

0.977

Tissue Classification

68.34%

91.42%

0.888

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