Table 5.
The achieved F1-scores of the Clinical Entity Finder combined with NegEx compared to the F1-scores of the Clinical Entity Finder on health records from emergency units11.
Entity type | Body part | Finding | Disorder | Neg. Finding | Neg. Disorder | Finding + Disorder |
---|---|---|---|---|---|---|
CEF + NegEx, cervical cancer records | 0.66 | 0.61 | 0.76 | 0.47 | 0.78 | 0.65 |
CEF, emergency unit records | 0.85 | 0.69 | 0.81 | – | – | 0.78 |