Table 3. Precision and Recall for ten most frequent data elements identified in 15,116 echocardiograms.
| Data Elements | Precision % | Recall% | F1-Score % | |
|---|---|---|---|---|
| Overall | 94.06 | 92.21 | 93.12 | |
| 1 | TRICUSPID REGURGITATION | 92.3 | 94.73 | 93.51 |
| 2 | LVEF | 95.65 | 93.62 | 94.62 |
| 3 | AO ROOT DIAMETER | 97.67 | 95.45 | 96.55 |
| 4 | AV MEAN GRADIENT | 95.12 | 92.86 | 93.98 |
| 5 | MITRAL REGURGITATION (no trace, trivial, mild, moderate, severe) | 93.02 | 95.24 | 94.12 |
| 6 | MITRAL LEAFLET | 97.37 | 94.87 | 96.10 |
| 7 | BODY SURFACE AREA | 97.37 | 97.37 | 97.37 |
| 8 | AORTIC REGURGITATION | 94.12 | 91.43 | 92.75 |
| 9 | AV PEAK GRADIENT | 93.75 | 96.77 | 95.24 |
| 10 | AV PEAK VELOCITY | 93.33 | 90.32 | 91.80 |