DocumentCode
2799338
Title
Multifractal analysis of ECG for intrapartum diagnosis of fetal asphyxia
Author
Abry, P. ; Helgason, H. ; Goncalvé, P. ; Pereira, E. ; Gaucherand, P. ; Doret, M.
Author_Institution
CNRS, Univ. de Lyon, Lyon, France
fYear
2010
fDate
14-19 March 2010
Firstpage
566
Lastpage
569
Abstract
Intrapartum fetal surveillance aims at preventing neonatal morbidity and mortality due to asphyxia. Continuous fetal heart rate monitoring helps in reducing asphyxia yet generates many unnecessary c-sections. In fetal heart rate time series analysis, variability is a key parameter as its decrease is used to identify asphyxia. Multifractal analysis can be envisaged as a new statistical tool enabling to revisit variability analysis. Applied to data collected at an academic hospital, the wavelet Leader based multifractal analysis is shown here to i) permit a rich and relevant characterization of their variability, ii) to achieve a significant discrimination between healthy and non-healthy fetus, iii) to enable this valid discrimination to hold much earlier than during the last 15 min preceding delivery. This hence opens promising tracks to decrease the number of unnecessary c-sections.
Keywords
diseases; electrocardiography; fractals; medical signal processing; obstetrics; time series; ECG; fetal asphyxia; fetal heart rate monitoring; intrapartum diagnosis; multifractal analysis; neonatal morbidity; neonatal mortality; time series analysis; variability analysis; Asphyxia; Electrocardiography; Fetal heart rate; Fractals; Heart rate measurement; Hospitals; Pediatrics; Surveillance; Time series analysis; Wavelet analysis; Fetal ECG; Heart Rate Variability; classification; multifractal analysis; wavelet Leaders;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location
Dallas, TX
ISSN
1520-6149
Print_ISBN
978-1-4244-4295-9
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2010.5495583
Filename
5495583
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