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] Enhancing care strategies for preterm pregnancies by using a prediction machine to aid clinical care decisions

E Nsugbe, O Obajemu, OW Samuel, I Sanusi - Machine Learning with …, 2021 - Elsevier
Preterm births are one of the main causes of death in children under the age of 5; they carry
financial implications to the economy and cause exceptional psychological distress to …

Deep neural network for semi-automatic classification of term and preterm uterine recordings

L Chen, H Xu - Artificial Intelligence in Medicine, 2020 - Elsevier
Pregnancy is a complex process, and the prediction of premature birth is uncertain. Many
researchers are exploring non-invasive approaches to enhance its predictability. Currently …

An IoT-based wearable labor progress monitoring system for remote evaluation of admission time to hospital

L Gong, Z **ao, L Xu, Y Ding, Z Zou… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Because contractions signal the approach of labor, pregnant women—especially
primigravidas (ie, women pregnant for the first time)—usually go to the hospital to seek …

Using wavelet transform for cardiotocography signals classification

Z Cömert, AF Kocamaz - 2017 25th Signal Processing and …, 2017 - ieeexplore.ieee.org
As a fetal surveillance technique, cardiotocography (CTG) involves fetal heart rate (FHR),
uterine contraction activities, and fetal movements. CTG is practiced as a primary diagnostic …

A study on preterm birth predictions using physiological signals, medical health record information and low‐dimensional embedding methods

E Nsugbe, OW Samuel, I Sanusi… - IET Cyber‐Systems …, 2021 - Wiley Online Library
Preterm births have been seen to have psychological and financial implications; current
surveys suggest that amongst the various methods of preterm prediction, there is yet to exist …

[HTML][HTML] Novel uterine contraction signals decomposition for enhanced preterm and birth imminency prediction

E Nsugbe - Intelligent Systems with Applications, 2022 - Elsevier
Preterm births are one of the key causes of death in children under the age of five: they have
financial implications associated with care and cause great psychological distress for the …

[PDF][PDF] Machine Learning with Applications

E Nsugbe, O Obajemu, OW Samuel, I Sanusi - researchgate.net
Preterm births are one of the main causes of death in children under the age of 5; they carry
financial implications to the economy and cause exceptional psychological distress to …

[PDF][PDF] 基于 Stacking 模型融合的胎儿健康状态智能评估

郝婧宇, 陈奕, 吴水才 - **医疗设备, 2022 - cs.china-cmd.org
目的研究机器学**算法评估妊娠期间胎儿在子宫内的状态, 提出一种基于Stacking
模型融合的胎儿宫内状态智能评估新方法. 方法在特征选择阶段, 运用极端梯度提升树与热力图 …

[CITATION][C] TİMPANİK MEMBRAN GÖRÜNTÜ ANALİZİ VE YAPAY ZEKA KULLANILARAK SANAL OTİTİS MEDİA TANI SİSTEMİNİN GELİŞTİRİLMESİ

E BAŞARAN - 2020