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
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