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Table 1 Model parameter settings

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

Model

Character length

learning rate

batch size

epoch

optimizer

MRC-FET

400

0.00003

32

5

Adam

BERT-BiLSTM-CRF

400

0.00003

32

5

Adam

BiLSTM-FET

400

0.001

256

15

Adam

BERT-FET

400

0.00003

32

5

Adam