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Table 4 Result of regular expression

From: De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERT

Test data

Department of Radiology

Other Department

Precision

`Recall

F1 Score

Precision

Recall

F1 Score

DAT

0.99

0.99

0.99

0.85

1.00

0.92

PER

0.93

0.83

0.88

1.00

0.45

0.62

ORG

0.79

0.82

0.80

1.00

1.00

0.91

NUM

1.00

0.71

0.83

1.00

0.83

0.91

ETC

1.00

1.00

1.00

1.00

0.95

0.97

Total

0.97

0.93

0.96

0.95

0.71

0.81