Literature DB >> 24727565

Development and evaluation of an algorithm for computer analysis of maternal heart rate during labor.

Paula Pinto1, João Bernardes2, Cristina Costa-Santos3, Célia Amorim-Costa4, Maria Silva5, Diogo Ayres-de-Campos6.   

Abstract

BACKGROUND: Maternal heart rate (MHR) recordings are morphologically similar and sometimes coincident with fetal heart rate (FHR) recordings and may be useful for maternal-fetal monitoring if appropriately interpreted. However, similarly to FHR, visual interpretation of MHR features may be poorly reproducible.
METHODS: A computer algorithm for on-line MHR analysis was developed based on a previously existing version for FHR analysis. Inter-observer and computer-observer agreement and reliability were assessed in 40 one-hour recordings obtained from 20 women during the last 2h of labor. Agreement and reliability were evaluated for the detection of basal MHR, long-term variability (LTV), accelerations and decelerations, using proportions of agreement (PA) and Kappa statistic (K), with 95% confidence intervals (95% CI). Changes in MHR characteristics between the first and the second hour of the tracings were also evaluated.
RESULTS: There was a statistically significant inter-observer and computer-observer agreement and reliability in estimation of basal MHR, accelerations, decelerations and LTV, with PA values ranging from 0.72 (95% CI: 0.62-0.79) to 1.00 (95% CI: 0.99-1.00), and K values ranging from 0.44 (95% CI: 0.28-0.60) to 0.89 (95% CI: 0.82-0.96). Moreover, basal MHR, number of accelerations and LTV were significantly higher in the last hour of labor, when compared to the initial hour. DISCUSSION: The developed algorithm for on-line computer analysis of MHR recordings provided good to excellent computer-observer agreement and reliability. Moreover, it allowed an objective detection of MHR changes associated with labor progression, providing more information about the interpretation of maternal-fetal monitoring during labor.
Copyright © 2014 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Agreement; Cardiotocography; Computer analysis; Fetal heart rate; Maternal heart rate; Reliability

Mesh:

Year:  2014        PMID: 24727565     DOI: 10.1016/j.compbiomed.2014.03.007

Source DB:  PubMed          Journal:  Comput Biol Med        ISSN: 0010-4825            Impact factor:   4.589


  4 in total

1.  Toward the improvement in fetal monitoring during labor with the inclusion of maternal heart rate analysis.

Authors:  Hernâni Gonçalves; Paula Pinto; Manuela Silva; Diogo Ayres-de-Campos; João Bernardes
Journal:  Med Biol Eng Comput       Date:  2015-07-29       Impact factor: 2.602

2.  Improvements in fetal heart rate analysis by the removal of maternal-fetal heart rate ambiguities.

Authors:  Paula Pinto; Cristina Costa-Santos; Hernâni Gonçalves; Diogo Ayres-De-Campos; João Bernardes
Journal:  BMC Pregnancy Childbirth       Date:  2015-11-19       Impact factor: 3.007

3.  Electrocardiography versus photoplethysmography in assessment of maternal heart rate variability during labor.

Authors:  Hernâni Gonçalves; Paula Pinto; Manuela Silva; Diogo Ayres-de-Campos; João Bernardes
Journal:  Springerplus       Date:  2016-07-15

4.  Classification of caesarean section and normal vaginal deliveries using foetal heart rate signals and advanced machine learning algorithms.

Authors:  Paul Fergus; Abir Hussain; Dhiya Al-Jumeily; De-Shuang Huang; Nizar Bouguila
Journal:  Biomed Eng Online       Date:  2017-07-06       Impact factor: 2.819

  4 in total

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