Comparison and verification of detection accuracy for late deceleration with and without uterine contractions signals using convolutional neural networks

Comparison and verification of detection accuracy for late deceleration with and without uterine contractions signals using convolutional neural networks

IntroductionCardiotocography (CTG) is used to monitor and evaluate fetal health by recording the fetal heart rate (FHR) and uterine contractions (UC) over time. Among these, the detection of late deceleration (LD), the early marker of fetal mild hypoxemia, is important, and the temporal relationship...

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Bibliographic Details
Main Authors: Ikumi Sato, Yuta Hirono, Eiri Shima, Hiroto Yamamoto, Kousuke Yoshihara, Chiharu Kai, Akifumi Yoshida, Fumikage Uchida, Naoki Kodama, Satoshi Kasai
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Physiology
Subjects:
cardiotocography
fetal heart rate
late deceleration
nonreassuring fetal status
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2025.1525266/full
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https://www.frontiersin.org/articles/10.3389/fphys.2025.1525266/full

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