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. 2024 Jul 23;8(3):031501. doi: 10.1063/5.0206980

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