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Table 7 Recall of Bilstm-Att-CRF model and other basic models

From: An attention-based deep learning model for clinical named entity recognition of Chinese electronic medical records

 

CRF

BiLSTM-CRF

BiLSTM-Att-CRF

Anatomical Part

80.88%

83.55%

84.24%

Symptom Description

86.06%

84.22%

87.70%

Independent Symptom

83.33%

88.78%

89.61%

Drug

69.25%

71.74%

75.31%

Operation

64.90%

80.05%

81.95%

  1. The bold values denote the highest values
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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