• DocumentCode
    2921829
  • Title

    Evaluation of monitoring cardiac output by long time interval analysis of a radial arterial blood pressure waveform using the MIMIC II database

  • Author

    Zhang, Guanqun ; Mukkamala, Ramakrishna

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    5217
  • Lastpage
    5217
  • Abstract
    We recently proposed a technique to estimate relative cardiac output (CO) change by unique long time interval analysis (LTIA) of a radial arterial blood pressure waveform. Here, we evaluated the technique in 169 critically ill patients, while comparing it to previous “pulse contour analysis” techniques, using the public MIMIC II database. The LTIA technique achieved an overall calibrated CO error of 18.8% against reference (single determination) thermodilution measurements. This level of accuracy was not better than the previous techniques. However, the average absolute thermodilution CO change in each patient was only 12.3%. As the absolute CO change increased, the LTIA technique became increasingly more accurate than the previous techniques.
  • Keywords
    blood pressure measurement; blood vessels; cardiology; patient monitoring; LTIA technique; cardiac output monitoring; long time interval analysis; public MIMIC II database; radial arterial blood pressure waveform; thermodilution measurements; Accuracy; Arterial blood pressure; Biomedical monitoring; Blood pressure; Databases; MIMICs; Monitoring; Blood Pressure; Cardiac Output; Databases, Factual; Humans; Monitoring, Physiologic; Radial Artery; Time Factors; Wavelet Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626282
  • Filename
    5626282