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
Link To Document :
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