Table 2 Evaluation of the E-U-Net performance on CHO with apoptosis reagents.

From: Live-dead assay on unlabeled cells using phase imaging with computational specificity

 

Ground truth

Live (n = 2071)

Dead (n = 6328)

PICS

Live

90.1%

1.7%

Dead

9.9%

98.3%

Evaluation

Precision

94.6%

96.8%

Recall

90.1%

98.3%

F1 Score

92.3%

97.5%

  1. The trained network yields high confidence in identifying live or apoptotic CHO cells. The entries of the confusion are normalized with respect to number of cells in each class.
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