Propagation of electrical activity in uterine muscle during pregnancy: a review

C Rabotti, M Mischi - Acta Physiologica, 2015 - Wiley Online Library
The uterine muscle (the myometrium) plays its most evident role during pregnancy, when
quiescence is required for adequate nourishment and development of the foetus, and during …

Assessment of uterine contractions in labor and delivery

H Rosen, Y Yogev - American Journal of Obstetrics and Gynecology, 2023 - Elsevier
Normal labor and delivery are dependent on the presence of regular and effective
contractions of the uterine myometrium. The mechanisms responsible for the initiation and …

[HTML][HTML] Characterization and automatic classification of preterm and term uterine records

F Jager, S Libenšek, K Geršak - PLoS One, 2018 - journals.plos.org
Predicting preterm birth is uncertain, and numerous scientists are searching for non-invasive
methods to improve its predictability. Current researches are based on the analysis of …

[HTML][HTML] Improved prediction of preterm delivery using empirical mode decomposition analysis of uterine electromyography signals

P Ren, S Yao, J Li, PA Valdes-Sosa, KM Kendrick - PloS one, 2015 - journals.plos.org
Preterm delivery increases the risk of infant mortality and morbidity, and therefore
developing reliable methods for predicting its likelihood are of great importance. Previous …

Novel multichannel entropy features and machine learning for early assessment of pregnancy progression using electrohysterography

A Cheng, Y Yao, Y Jin, C Chen… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Objective: Preterm birth is the leading cause of morbidity and mortality involving over 10% of
infants. Tools for timely diagnosis of preterm birth are lacking and the underlying …

Dedicated entropy measures for early assessment of pregnancy progression from single-channel electrohysterography

M Mischi, C Chen, T Ignatenko… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Objective: Preterm birth is a large-scale clinical problem involving over 10% of infants.
Diagnostic means for timely risk assessment are lacking and the underlying physiological …

[HTML][HTML] Evaluation of electrohysterogram measured from different gestational weeks for recognizing preterm delivery: a preliminary study using random Forest

J Peng, D Hao, L Yang, M Du, X Song, H Jiang… - Biocybernetics and …, 2020 - Elsevier
Developing a computational method for recognizing preterm delivery is important for timely
diagnosis and treatment of preterm delivery. The main aim of this study was to evaluate …

Relevant features selection for automatic prediction of preterm deliveries from pregnancy electrohysterograhic (EHG) records

N Sadi-Ahmed, B Kacha, H Taleb… - Journal of medical …, 2017 - Springer
In this study, we proposed an approach able to predict whether a pregnant woman with
contractions would give birth earlier than expected (ie, before the 37 th week of gestation …

Prediction of labor onset type: Spontaneous vs induced; role of electrohysterography?

J Alberola-Rubio, J Garcia-Casado… - Computer methods and …, 2017 - Elsevier
Background and objective Induction of labor (IOL) is a medical procedure used to initiate
uterine contractions to achieve delivery. IOL entails medical risks and has a significant …

Uterine contractile efficiency indexes for labor prediction: A bivariate approach from multichannel electrohysterographic records

J Mas-Cabo, Y Ye-Lin, J Garcia-Casado… - … Signal Processing and …, 2018 - Elsevier
Labor prediction is one of the most challenging goals in obstetrics, mainly due to the poor
understanding of the factors responsible for the onset of labor. The electrohysterogram …