Table 4. Summary on precision and recall for 21 different random data elements validated on multiple data sets of echocardiographic reports.
Set Name* | Data Elements | Recall | Precision | Note |
---|---|---|---|---|
ARDS | LVEF, DEGREE OF LV HYPERTROPHY, DIASTOLIC DYSFUNCTION, LA DIMENSION, LVOT PEAK VELOCITY, MV MEAN GRADIENT, BSA, LVOT DIAMETER, TR PEAK VELOCITY, AO ROOT DIAMETER | 95–99.9% | > 96% | 10 data elements, tested on 100 random reports selected from ARDS project. |
PARAGON-HF | AVA, AV PEAK GRADIENT, TR PEAK GRADIENT, LVOT PEAK GRADIENT, AV VTI, LVOT VTI, AORTIC STENOSIS, MITRAL STENOSIS, MITRAL REGURGITATION, DEGREE OF LV HYPERTROPHY | 92–99.9% | > 98% | 10 data elements, tested on 100 random reports selected from Paragon project. |
EDW_SET#1 | AV MEAN GRADIENT, AORTIC REGURGITATION | 92–99.9% | > 97% | 2 data elements, tested on 200 random reports from present study |
EDW_SET#2 | LVEF, LA DIMENSION | 94–99.9% | > 98% | 2 data elements, tested on 200 random reports from present study |
*Data elements in bold signifies, data element tested on multiple data sets.