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 |