[HTML][HTML] Combination of feature selection and resampling methods to predict preterm birth based on electrohysterographic signals from imbalance data
Due to its high sensitivity, electrohysterography (EHG) has emerged as an alternative
technique for predicting preterm labor. The main obstacle in designing preterm labor …
technique for predicting preterm labor. The main obstacle in designing preterm labor …
[HTML][HTML] Prediction of preterm delivery from unbalanced EHG database
S Mohammadi Far, M Beiramvand, M Shahbakhti… - Sensors, 2022 - mdpi.com
Objective: The early prediction of preterm labor can significantly minimize premature
delivery complications for both the mother and infant. The aim of this research is to propose …
delivery complications for both the mother and infant. The aim of this research is to propose …
[HTML][HTML] Enhancing classification of preterm-term birth using continuous wavelet transform and entropy-based methods of electrohysterogram signals
H Romero-Morales… - Frontiers in …, 2023 - frontiersin.org
Introduction Despite vast research, premature birth's electrophysiological mechanisms are
not fully understood. Prediction of preterm birth contributes to child survival by providing …
not fully understood. Prediction of preterm birth contributes to child survival by providing …
[HTML][HTML] An open dataset with electrohysterogram records of pregnancies ending in induced and cesarean section delivery
F Jager - Scientific Data, 2023 - nature.com
The existing non-invasive automated preterm birth prediction methods rely on the use of
uterine electrohysterogram (EHG) records coming from spontaneous preterm and term …
uterine electrohysterogram (EHG) records coming from spontaneous preterm and term …
Automatic detection and characterization of uterine contraction using Electrohysterography
Z Chen, M Wang, M Zhang, W Huang, Y Feng… - … Signal Processing and …, 2024 - Elsevier
Preterm birth is the leading cause of perinatal morbidity and mortality. In clinical practice, the
information of uterine contraction is an important reference for preterm delivery. The …
information of uterine contraction is an important reference for preterm delivery. The …
[HTML][HTML] Characterization and separation of preterm and term spontaneous, induced, and cesarean EHG records
Ž Pirnar, F Jager, K Geršak - Computers in biology and medicine, 2022 - Elsevier
To improve the understanding of the underlying physiological processes that lead to preterm
birth, and different term delivery modes, we quantitatively characterized and assessed the …
birth, and different term delivery modes, we quantitatively characterized and assessed the …
[HTML][HTML] Prediction of Preterm Labor from the Electrohysterogram Signals Based on Different Gestational Weeks
S Mohammadi Far, M Beiramvand, M Shahbakhti… - Sensors, 2023 - mdpi.com
Timely preterm labor prediction plays an important role for increasing the chance of neonate
survival, the mother's mental health, and reducing financial burdens imposed on the family …
survival, the mother's mental health, and reducing financial burdens imposed on the family …
[HTML][HTML] Functional connectivity and complexity in the phenomenological model of mild cognitive-impaired Alzheimer's disease
S Das, SD Puthankattil - Frontiers in Computational Neuroscience, 2022 - frontiersin.org
Background Functional connectivity and complexity analysis has been discretely studied to
understand intricate brain dynamics. The current study investigates the interplay between …
understand intricate brain dynamics. The current study investigates the interplay between …
Automatic Semantic Segmentation of EHG Recordings by Deep Learning: an Approach to a Screening Tool for Use in Clinical Practice
FN del Amor, YY Lin, RM Ortiz, VJ Diago-Almela… - Computer Methods and …, 2024 - Elsevier
Abstract Background and Objective: Preterm delivery is an important factor in the disease
burden of the newborn and infants worldwide. Electrohysterography (EHG) has become a …
burden of the newborn and infants worldwide. Electrohysterography (EHG) has become a …
[HTML][HTML] Overdistention accelerates electrophysiological changes in uterine muscle towards labour in multiple gestations
A Diaz-Martinez, G Prats-Boluda, R Monfort-Ortiz… - IRBM, 2024 - Elsevier
Background for the research Premature birth and its associated complications are one of the
biggest global health problems, since there is currently no effective screening method in …
biggest global health problems, since there is currently no effective screening method in …