• DocumentCode
    473813
  • Title

    Improved BRS assessment using the global approach in the sequences technique

  • Author

    Gouveia, S. ; Rocha, AP ; Laguna, P. ; van de Borne, P. ; Lago, P.

  • Author_Institution
    Dep de Mat. Aplic., Univ do Porto, Porto
  • fYear
    2006
  • fDate
    17-20 Sept. 2006
  • Firstpage
    641
  • Lastpage
    644
  • Abstract
    The sequences technique, the most used time domain method for the assessment of arterial baroreceptor reflex sensitivity (BRS), is based in the linear regression of systolic blood pressure (SBP) and heart period (RR) values in baroreflex sequences (BRSseqs). In a previous study, a global estimator was compared with the traditional estimator: global is less biased, presents lower variance and the use of SBPramps in BRS estimation, instead of BRSseqs, turns both estimators unbiased. In this work, the replacement of BRSseqs for SBPramps in BRS analysis is further evaluated. Also, it is introduced a robust global (total) approach and compared with the traditional and the global approaches. The results showed that BRS global estimator with BRSseqs has lower bias, lower variability and present increased power to discriminate between Lying and Standing situations in the EuroBaVar dataset. It is expected that the robust properties of the total estimator can be fully enhanced in clinical practice.
  • Keywords
    blood pressure measurement; cardiovascular system; electrocardiography; medical signal processing; regression analysis; time-domain analysis; arterial baroreceptor reflex sensitivity; heart period; linear regression; robust global estimation; sequences technique; systolic blood pressure; time domain method; Baroreflex; Blood pressure; Cardiology; Estimation error; Heart; Hospitals; Least squares methods; Linear regression; Robustness; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2006
  • Conference_Location
    Valencia
  • Print_ISBN
    978-1-4244-2532-7
  • Type

    conf

  • Filename
    4511933