• DocumentCode
    2485263
  • Title

    Vectorial analysis of the electrohysterogram for prediction of preterm delivery: A preliminary study

  • Author

    Rabotti, Chiara ; Bijloo, Rianne ; Oei, Guid ; Mischi, Massimo

  • Author_Institution
    Dept. of Electr. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    3880
  • Lastpage
    3883
  • Abstract
    Electrophysiological measurement of uterine contractions, referred to as electrohysterogram (EHG), is potentially more informative than methods currently used during pregnancy for timely recognition of complications such as preterm labor. Unfortunately, EHG measurement and interpretation remain challenging. Recently, some attention has been dedicated to the analysis of the EHG propagation, which is hypothetically predictive of the delivery time. This hypothesis, though physiologically reasonable, has not been investigated yet. A dedicated maximum likelihood (ML) method has been proposed and validated for identifying the conduction velocity vector of single EHG spikes. This validated ML method is here employed for comparing the conduction velocity vector in two groups of pregnant women with uterine contractions that were prospectively classified as productive or unproductive contractions. The estimated conduction velocity vector showed significant differences in the two groups. The spikes extracted from those contractions eventually classified as unproductive showed a significantly lower conduction velocity amplitude (CV= 4.89 ± 1.19 cm.s-1 vs CV= 8.63 ± 2.92 cm.s-1) and a higher occurrence of upward propagation relative to productive contractions. These results suggest that productive and unproductive uterine contractions are associated to significantly different properties of the conduction velocity vector, which is likely to be proven fundamental in predicting preterm delivery.
  • Keywords
    bioelectric phenomena; gynaecology; maximum likelihood estimation; medical signal processing; EHG measurement; EHG propagation; complication recognition; electrohysterogram; electrophysiological measurement; estimated conduction velocity vector; maximum likelihood method; pregnancy; preterm delivery prediction; preterm labor; uterine contractions; vectorial analysis; Electrodes; High definition video; Maximum likelihood estimation; Physiology; Pregnancy; Vectors; Action Potentials; Female; Humans; Likelihood Functions; Obstetric Labor, Premature; Pregnancy; Prospective Studies; Uterine Contraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090964
  • Filename
    6090964