DocumentCode
3347544
Title
Prediction of pregnancy-induced hypertension using coherence analysis
Author
Fernando, Kumari L. ; Mathews, V.John ; Varner, Michael W. ; Clark, Edward B.
Author_Institution
Dept of Electr. & Comput. Eng., Utah Univ., Salt Lake City, UT, USA
Volume
5
fYear
2004
fDate
17-21 May 2004
Abstract
The paper presents a novel method to predict hypertensive disorders in pregnancy using coherence analysis. Previous studies suggest that there is inadequate secondary trophoblast invasion in hypertensive pregnancies implying that there are differences in the functional relationships between the maternal and fetal circulations. Magnitude squared coherence (MSC) is a function with values between 0 and 1 that indicates how well two waveforms correspond to each other in the frequency domain. The results presented using the MSC of maternal and fetal blood flow velocity waveforms indicate that in complicated hypertensive pregnancies its value is lower than in non-hypertensive controls. With additional validation, this method has the potential to provide an early test for hypertensive obstetric complications.
Keywords
biomedical ultrasonics; frequency-domain analysis; haemodynamics; medical signal processing; obstetrics; patient diagnosis; Doppler ultrasound; coherence analysis; fetal blood flow velocity waveforms; frequency domain; hypertensive obstetric complications; magnitude squared coherence; maternal blood flow velocity waveforms; pre-eclampsia; pregnancy-induced hypertension prediction; trophoblast invasion; Arteries; Blood flow; Blood vessels; Cities and towns; Coherence; Hypertension; Pediatrics; Pregnancy; Spirals; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1327140
Filename
1327140
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