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Table 2 Results of identifying high-signal regions in DWI

From: Identifying stroke diagnosis-related features from medical imaging reports to improve clinical decision-making support

Model

Precision (%)

Recall (%)

F1 measure (%)

BiLSTM-FET

86.39

92.7

89.44

BERT-FET

93.44

90.84

92.12

MRC-FET

97.27

93.62

95.41