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Table 6 Detailed named entity recognition performance

From: Constructing a Chinese electronic medical record corpus for named entity recognition on resident admit notes

 

Precision

Recall

F

Medical discovery

96.36

93.33

93.35

Temporal word

82.54

82.54

82.54

Inspection

90.97

91.66

91.31

Laboratory test

78.74

83.59

81.09

Treatment

89.29

82.51

82.4

Measurement

89.12

92.15

90.61

Disease

83.76

86.09

84.91

Medication

72.05

70.94

71.49

Body part

94.26

94.68

94.47

Total

90.76

91.4

91.08