Table 3 The performance of EXTEND to identify vital signs and EF on value level
From: EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research
Clinical parameters | Sensitivity | PPV | F1_score |
|---|---|---|---|
HR | 0.95(0.92,0.99) | 0.97(0.95,1.0) | 0.96(0.94,0.99) |
BP | 0.91(0.87,0.96) | 1.0 | 0.95(0.93,0.98) |
T | 0.94(0.9,0.98) | 0.99(0.97,1.0) | 0.96(0.94,0.99) |
RR | 0.94(0.9,0.98) | 0.99(0.97,1.0) | 0.96(0.94,0.99) |
O2Sat | 0.94(0.9,0.98) | 0.99(0.97,1.0) | 0.96(0.94,0.98) |
EF | 0.92(0.81,1.0) | 1.0 | 0.96(0.89,1.0) |
HbA1C | 0.95(0.92,0.98) | 0.95(0.92,0.98) | 0.95(0.93,0.97) |
Creat | 0.95(0.92,0.97) | 0.97(0.96,0.99) | 0.95(0.93,0.97) |