DocumentCode
139703
Title
Separate estimation of long- and short-term systolic blood pressure variability from photoplethysmograph
Author
Kondo, Riho ; Bhuiyan, Md Shoaib ; Kawanaka, Haruki ; Oguri, Koji
Author_Institution
Grad. Sch. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
1851
Lastpage
1854
Abstract
This paper proposed a method to monitor systolic blood pressure (BP) variability without using a cuff during the daytime. In this method, BP variability of long-term and short-term were separated and estimated respectively from features of phoplethysmograph (PPG) through the use of a frequency filter. Then, total variability was obtained from the combination of long-term and short-term. BP by using a cuff (ground truth) and PPG of nine healthy young subjects were measured during the daytime; then BP variability was estimated from PPG to verify the validity of our method. As a result, the correlation coefficients between measured BP variability and estimated BP variability was improved from r = 0.35 in previous method to r = 0.41 in proposed method. In particular, the estimation results in short-term BP variability showed good accuracy (r = 0.67). This method of estimating BP variability has the potential to be a simple and continuous BP monitoring system during the daytime.
Keywords
blood pressure measurement; correlation methods; photoplethysmography; continuous BP monitoring system; correlation coefficients; frequency filter; long term systolic blood pressure variability estimation; photoplethysmograph; short term systolic blood pressure variability estimation; Acceleration; Accuracy; Biomedical monitoring; Estimation; Feature extraction; Monitoring; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6943970
Filename
6943970
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