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Table 2 Performance of the entity detection process

From: An end-to-end hybrid algorithm for automated medication discrepancy detection

Process Medication entity detection
Category P [%] R [%] F [%]
Medication name 92.3 88.6 90.4
Amount 94.8 90.7 92.7
Dosage 90.9 87.9 89.4
Duration 73.5 43.2 54.5
Form 95.0 93.0 94.0
Frequency 94.0 89.5 91.7
Route 95.5 94.0 94.7
Strength 95.0 94.9 95.0
Overall 95.0 91.6 93.3
  1. P indicates precision; R recall; F F-value.