Artificial intelligence and machine learning in electronic fetal monitoring

K Barnova, R Martinek, R Vilimkova Kahankova… - … Methods in Engineering, 2024 - Springer
Electronic fetal monitoring is used to evaluate fetal well-being by assessing fetal heart
activity. The signals produced by the fetal heart carry valuable information about fetal health …

Trends in fetal monitoring through phonocardiography: Challenges and future directions

PC Adithya, R Sankar, WA Moreno, S Hart - Biomedical Signal Processing …, 2017 - Elsevier
Monitoring the well-being of a fetus through Fetal Phonocardiography (FPCG) has been
occurring for more than a century. Throughout history, there have been continuous …

The CirCor DigiScope dataset: from murmur detection to murmur classification

J Oliveira, F Renna, PD Costa… - IEEE journal of …, 2021 - ieeexplore.ieee.org
Cardiac auscultation is one of the most cost-effective techniques used to detect and identify
many heart conditions. Computer-assisted decision systems based on auscultation can …

Automatic moment segmentation and peak detection analysis of heart sound pattern via short-time modified Hilbert transform

S Sun, Z Jiang, H Wang, Y Fang - Computer methods and programs in …, 2014 - Elsevier
This paper proposes a novel automatic method for the moment segmentation and peak
detection analysis of heart sound (HS) pattern, with special attention to the characteristics of …

Analysis of pregnancy development by complexity and information-based analysis of fetal phonocardiogram (PCG) signals

H Namazi, O Krejcar - Fluctuation and Noise Letters, 2021 - World Scientific
One of the crucial areas of pregnancy research is to analyze the pregnancy development.
For this purpose, scientists analyze the different conditions of fetuses to understand their …

[HTML][HTML] Review of phonocardiogram signal analysis: insights from the PhysioNet/CinC challenge 2016 database

B Zhu, Z Zhou, S Yu, X Liang, Y **e, Q Sun - Electronics, 2024 - mdpi.com
The phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring,
accurate diagnosis, and efficient management of cardiovascular diseases. It has the …

A review of recent advances and future developments in fetal phonocardiography

R Kahankova, M Mikolasova, R Jaros… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
Fetal phonocardiography (fPCG) is receiving attention as it is a promising method for
continuous fetal monitoring due to its non-invasive and passive nature. However, it suffers …

Fetal heart sounds detection using wavelet transform and fractal dimension

E Koutsiana, LJ Hadjileontiadis, I Chouvarda… - … in bioengineering and …, 2017 - frontiersin.org
Phonocardiography is a non-invasive technique for the detection of fetal heart sounds
(fHSs). In this study, analysis of fetal phonocardiograph (fPCG) signals, in order to achieve …