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Comparative effectiveness of ICA and PCA in extraction of fetal ECG from abdominal signals: Toward non-invasive fetal monitoring
Non-adaptive signal processing methods have been successfully applied to extract fetal
electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and …
electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and …
Non-invasive fetal monitoring: A maternal surface ECG electrode placement-based novel approach for optimization of adaptive filter control parameters using the LMS …
This paper is focused on the design, implementation and verification of a novel method for
the optimization of the control parameters (such as step size μ and filter order N) of LMS and …
the optimization of the control parameters (such as step size μ and filter order N) of LMS and …
Detection of atrial fibrillation episodes in long-term heart rhythm signals using a support vector machine
Atrial fibrillation (AF) is a serious heart arrhythmia leading to a significant increase of the risk
for occurrence of ischemic stroke. Clinically, the AF episode is recognized in an …
for occurrence of ischemic stroke. Clinically, the AF episode is recognized in an …
ETCNN: an ensemble transformer-convolutional neural network for automatic analysis of fetal heart rate
Q Wu, Y Lu, X Kang, H Wang, Z Zheng, J Bai - … Signal Processing and …, 2024 - Elsevier
Objective Traditional methods face challenges in accurately analyzing fetal heart rate (FHR)
signals due to the complexity of accelerations and decelerations (Acc/Dec) and their cyclic …
signals due to the complexity of accelerations and decelerations (Acc/Dec) and their cyclic …
Baseline/acceleration/deceleration determination of fetal heart rate signals using a novel ensemble LCResU-net
M Liu, R Zeng, Y **ao, J Bai, J Liu, Z Zheng… - Expert Systems with …, 2023 - Elsevier
Objective According to guidelines on electronic fetal heart rate (FHR) monitoring, visual FHR
interpretation by obstetricians depends on the recognition of patterns (mainly including …
interpretation by obstetricians depends on the recognition of patterns (mainly including …
Identifying fetal status with fetal heart rate: Deep learning approach based on long convolution
Z Zhou, Z Zhao, X Zhang, X Zhang, P Jiao… - Computers in Biology and …, 2023 - Elsevier
CTG (Cardiotocography) is an effective tool for fetal status assessment. Clinically, doctors
mainly evaluate the health of fetus by observing FHR (fetal heart rate). The rapid …
mainly evaluate the health of fetus by observing FHR (fetal heart rate). The rapid …
Is abdominal fetal electrocardiography an alternative to doppler ultrasound for FHR variability evaluation?
Great expectations are connected with application of indirect fetal electrocardiography
(FECG), especially for home telemonitoring of pregnancy. Evaluation of fetal heart rate …
(FECG), especially for home telemonitoring of pregnancy. Evaluation of fetal heart rate …
CTGNet: automatic analysis of fetal heart rate from cardiotocograph using artificial intelligence
M Zhong, H Yi, F Lai, M Liu, R Zeng, X Kang… - Maternal-Fetal …, 2022 - journals.lww.com
Objective: This study investigates the efficacy of analyzing fetal heart rate (FHR) signals
based on Artificial Intelligence to obtain a baseline calculation and identify accelerations …
based on Artificial Intelligence to obtain a baseline calculation and identify accelerations …
Automated fetal heart rate analysis for baseline determination using EMAU-Net
M Liu, R Zeng, Y **ao, Y Lu, Y Wu, S Long, J Liu… - Information …, 2023 - Elsevier
Automatic baseline determination is crucial for reducing the occurrence of fetal acidosis in
clinical practice. However, there is a nonnegligible gap between the results of automatic …
clinical practice. However, there is a nonnegligible gap between the results of automatic …
Fetal heart rate baseline computation with a weighted median filter
S Boudet, AH de l'Aulnoit, R Demailly… - Computers in Biology …, 2019 - Elsevier
Background Automated fetal heart rate (FHR) analysis removes inter-and intra-expert
variability, and is a promising solution for reducing the occurrence of fetal acidosis and the …
variability, and is a promising solution for reducing the occurrence of fetal acidosis and the …