• DocumentCode
    2883021
  • Title

    Validation of an ECG-derived respiration monitoring method

  • Author

    Lamberti, Claudio ; de Bie, J.

  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    613
  • Lastpage
    616
  • Abstract
    The method proposed here includes automatic optimal lead(s) selection from multiple lead systems, calculates the EDR-values from QRS-area variations and obtains a respiratory waveform through interpolation. The respiratory frequency and the presence of apnea were calculated in the time-domain, identifying the respiratory cycles on the waveform through a min-max detection method. Validation of the method has been performed using eleven patients affected mostly by obstructive respiration disorder in a sleep laboratory; gold standard respiration data was taken from oral/nasal flow, EDR was calculated using 12-lead ECG synchronized with the sleep data. Summarized results for the automatic process are: respiration cycle detection sensitivity/specificity was 98%/90% respectively. Apnea detection sensitivity/specificity was 87%/85%, respectively.
  • Keywords
    electrocardiography; medical signal processing; patient monitoring; pneumodynamics; time-domain analysis; ECG-derived respiration monitoring method; QRS-area variations; apnea detection; automatic optimal lead selection; interpolation; min-max detection method; multiple lead systems; oral/nasal flow; respiration cycle detection; respiratory waveform; sleep laboratory; time-domain analysis; Electrocardiography; Frequency; Gold; Heart rate; Heart rate variability; Impedance measurement; Monitoring; Signal analysis; Sleep; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291230
  • Filename
    1291230