IOP Physiological Measurement Physiol. Meas. 39 (2018) 08TR01(25pp) https://doi.org/10.1088/1361-6579/aad4d1 Physiol. Meas. 39 TOPICAL REVIEW 2018 Cardiotocography and beyond: a review of one-dimensional 2018 Institute of Physics and Engineering in Medicine RECEIVED © 30 January 2018 Doppler ultrasound application in fetal monitoring REVISED 1 July 2018 PMEAE3 Faezeh Marzbanrad1 , Lisa Stroux2 and Gari D Clifford3,4 ACCEPTED FOR PUBLICATION 20 July 2018 1 Department of Electrical and Computer Systems Engineering, Monash University, Clayton, VIC, Australia 2 Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, United Kingdom 08TR01 PUBLISHED 14 August 2018 3 Department of Biomedical Informatics, Emory University, Atlanta, GA, United States of America 4 Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States of America F Marzbanrad et al E-mail:
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[email protected] Keywords: Doppler ultrasound, cardiotocography (CTG), fetal monitoring, fetal heart rate (FHR), cardiac time intervals, fetal heart, fetal development Cardiotocography and beyond: a review of one-dimensional Doppler ultrasound application in fetal monitoring Printed in the UK Abstract One-dimensional Doppler ultrasound (1D-DUS) provides a low-cost and simple method for acquiring a rich signal for use in cardiovascular screening. However, despite the use of 1D-DUS in PMEA cardiotocography (CTG) for decades, there are still challenges that limit the effectiveness of its users in reducing fetal and neonatal morbidities and mortalities. This is partly due to the noisy, transient, 10.1088/1361-6579/aad4d1 complex and nonstationary nature of the 1D-DUS signals.