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Table 3 Medical event detection accuracy of our classification models on the test set

From: An approach for medical event detection in Chinese clinical notes of electronic health records

Model Acc.
bi-LSTM(1 layer) 82.4%
bi-LSTM(2 layers) 84.2%
bi-LSTM(3 layers) 83.1%
text-CNN 85.8%
  1. The bold font means the best result