• DocumentCode
    591293
  • Title

    Interest of RR deceleration for diagnosis of late onset sepsis

  • Author

    Billois, R. ; Poree, F. ; Beuchee, Alain ; Carrault, Guy

  • Author_Institution
    U1099, Inserm, Rennes, France
  • fYear
    2012
  • fDate
    9-12 Sept. 2012
  • Firstpage
    633
  • Lastpage
    636
  • Abstract
    Diagnosis of late onset sepsis in premature infants remains difficult because clinical signs are subtle and none of the laboratory tests, including CRP and blood culture, have high predictive accuracy. In this study, we investigate interest of the beat-to-beat Decelerations and Accelerations Runs of n included in [1,20] cycles duration (DRn and ARn) counted over periods of 30 minutes. The two hypotheses (H0: sepsis vs. H1: non-sepsis) were confronted in a case control study including 16 infected premature infants and 16 non-infected infants. Both groups were seen significantly different mainly on deceleration. Lower DR1 and higher DR3, DR4 values were associated with the sepsis group. We also observed the benefit of the data fusion level. Area under the ROC curves grows up with OR fusion compared to the best local detector. This study confirmed the interest of heart rate variability to reveal infection.
  • Keywords
    blood; diseases; electro-oculography; electrocardiography; electroencephalography; medical signal processing; molecular biophysics; paediatrics; patient diagnosis; proteins; sensitivity analysis; signal sampling; C-reactive protein testing; ECG; EEG; EOG; OR fusion; ROC curves; RR deceleration; beat-to-beat accelerations runs; beat-to-beat decelerations; blood culture; cycles duration; electro-oculography; electrocardiography; electroencephalography; heart rate variability; laboratory testing; late onset sepsis diagnosis; local detector; premature infants; signal sampling; time 30 min; Acceleration; Electrocardiography; Entropy; Heart rate variability; Laboratories; Pediatrics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology (CinC), 2012
  • Conference_Location
    Krakow
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-4673-2076-4
  • Type

    conf

  • Filename
    6420473