TABLE V.
Summary of the PWA methods for assessing blood pressure.
| Study | Dataset | Features | Algorithm | Result (mmHg) | |
|---|---|---|---|---|---|
| SBP | DBP | ||||
| 71 | MIMIC III | 14 | GA-SVR | MAE: 3.27 | MAE: 1.16 |
| STD: 5.52 | STD: 1.97 | ||||
| 72 | Volunteers' data 10 subjects | 17 | GA-BP | RMSE: 2.114 | RMSE: 1.3 |
| 73 | MIMIC 50 subjects | 7 | BiLSTM + residual-LSTM | MAE: 6.726 | MAE: 2.516 |
| STD: 14.505 | STD: 6.442 | ||||
| 74 | MIMIC II | 19 | NARX-NN | MAE: 0.0224 | MAE: 0.0417 |
| STD: 2.211 | STD: 1.2193 | ||||