• 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