• DocumentCode
    3684335
  • Title

    Primary study for detection of arterial blood pressure waveform components

  • Author

    Neeraj Paradkar;Shubhajit Roy Chowdhury

  • Author_Institution
    Center of VLSI and Embedded Systems Technology, International Institute of Information Technology, Hyderabad, India
  • fYear
    2015
  • Firstpage
    1959
  • Lastpage
    1962
  • Abstract
    The paper presents a technique to detect significant systolic peaks, the percussion (P) and tidal peak (T) and diastolic peak (D) from the arterial blood pressure (ABP) waveform. The technique is aimed at robust detection even in presence of significant noise. Singular Value Decomposition (SVD) based dominant period extraction of the ABP waveform followed by wavelet transform and local peak detection is applied to detect the points of interest. MIMIC-II ABP databse serves as a training dataset to select SVD and wavelet transform parameters and CSL Benchmark database is used to analyze the technique. Salient systolic peak detection for the CSL dataset was performed with positive predictive value and sensitivity figures of 98.48% and 99.24% respectively.
  • Keywords
    "Wavelet transforms","Wavelet analysis","Indexes","Arterial blood pressure"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7318768
  • Filename
    7318768