Study of Continuous Blood Pressure Measurement Based on Single lead Pulse Wave

DOI

10.2991/msmee-17.2017.215How to use a DOI?

Keywords

Pulse Wave, Continuous Blood Pressure Measurement, BPNN, MIMIC

Abstract

In order to achieve a non-invasive continuous measurement of blood pressure, a method of establishing a nonlinear blood pressure estimation model by BPNN (Back Propagation Neural Network was proposed. By acquiring pulse wave, systolic and diastolic blood pressure value of every heart beat cycle were calculated based on the model, and continuous blood pressure was gotten as consequence. Experiments were done on 25 healthy young students and 33 patients in the ICU ward that introduced from MIMIC public database. Experiment result show that 95% systolic values and 96% diastolic values of health group were in confidence interval respectively, and that of patient group were 96.7% in systolic value and 95% in diastolic value respectively. And the blood pressure values measured by the proposed model met AAMI standard.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Gang Zheng
AU  - Lin-Lin Fan
AU  - Jia Qi
PY  - 2017/05
DA  - 2017/05
TI  - Study of Continuous Blood Pressure Measurement Based on Single lead Pulse Wave
BT  - Proceedings of the 2017 2nd International Conference on Materials Science, Machinery and Energy Engineering (MSMEE 2017)
PB  - Atlantis Press
SP  - 1115
EP  - 1121
SN  - 2352-5401
UR  - https://doi.org/10.2991/msmee-17.2017.215
DO  - 10.2991/msmee-17.2017.215
ID  - Zheng2017/05
ER  -