TABLE 2. Preliminary Performance of Additional Biological Parameters and Adopted 28 ECG Parameters.
ECG (28) | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
Age | – | ✔ | ✔ | ✔ | ✔ | ✔ | ✔ |
Height and Weight | – | – | ✔ | ✔ | ✔ | ✔ | ✔ |
BMI | – | – | – | ✔ | ✔ | ✔ | ✔ |
Waist Circumference | – | – | – | – | ✔ | – | ✔ |
SBP and DBP | – | – | – | – | – | ✔ | ✔ |
BSA | – | – | – | – | – | – | ✔ |
Number of input features | 28 | 29 | 31 | 32 | 33 | 34 | 36 |
ROC AUC | 0.765 | 0.772 | 0.855 | 0.858 | 0.860 | 0.857 | 0.866 |
PR AUC | 0.215 | 0.214 | 0.303 | 0.311 | 0.314 | 0.322 | 0.339 |