Table 2 Prediction performance comparison.

From: Combined deep CNN–LSTM network-based multitasking learning architecture for noninvasive continuous blood pressure estimation using difference in ECG-PPG features

Model

Error (mmHg)

BHS standard

AAMI standard

IEEE standard

MAD

SD

Chen et al.4

SBP

3.27

5.52

A

–

–

DBP

1.16

1.97

A

–

–

Sharifi et al.11

SBP

0.29

9.1

–

–

–

DBP

0.09

5.21

–

–

–

Kachuee et al.5

SBP

12.38

16.17

–

–

–

DBP

6.34

8.45

B

 

–

Proposed model

SBP

1.2

1.6

A

Pass

A

DBP

1.0

1.3

A

Pass

A

  1. MAD mean absolute difference, SD the standard deviation of difference, SBP systolic blood pressure, DBP diastolic blood pressure.
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