Time-Frequency Analysis, Denoising, Compression, Segmentation, and Classification of PCG Signals
IEEE Access, 2020 Phonocardigraphy (PCG) is the graphical representation of heart sounds. The PCG signal contains useful information about the functionality and the condition of the heart. It also provides an early indication of potential cardiac abnormalities. Extracting
Tanzil Hoque Chowdhury +2 more
doaj +1 more source
Phonocardiogram Classification Using 1-Dimensional Inception Time Convolutional Neural Networks
2022 Computing in Cardiology (CinC), 2022 Murmurs are sounds caused by turbulent blood flow that are often the first sign of structural heart disease. These sounds are detected by auscultating the heart using a stethoscope, or more recently by a phonocardiogram (PCG).
Bjørn-Jostein Singstad +5 more
semanticscholar +1 more source
Review of Phonocardiogram Signal Analysis: Insights from the PhysioNet/CinC Challenge 2016 Database
ElectronicsThe phonocardiogram (PCG) is a crucial tool for the early detection, continuous monitoring, accurate diagnosis, and efficient management of cardiovascular diseases.
Bing Zhu +5 more
semanticscholar +1 more source
Detection of the valvular split within the second heart sound using the reassigned smoothed pseudo Wigner–Ville distribution [PDF]
, 2013 BACKGROUND: In this paper, we developed a novel algorithm to detect the valvular split between the aortic and pulmonary components in the second heart sound which is a valuable medical information.
Abdelghani Djebbari +1 more
core +1 more source
Cardiorespiratory system monitoring using a developed acoustic sensor
Healthcare Technology Letters, 2018 This Letter proposes a wireless acoustic sensor for monitoring heartbeat and respiration rate based on phonocardiogram (PCG). The developed sensor comprises a processor, a transceiver which operates at industrial, scientific and medical band and the ...
Reza Abbasi-Kesbi +2 more
doaj +1 more source
Heart Sound Classification Using Wavelet Analysis Approaches and Ensemble of Deep Learning Models
Applied Sciences, 2023 Analyzing the condition and function of the heart is very important because cardiovascular diseases (CVDs) are responsible for high mortality rates worldwide and can lead to strokes and heart attacks; thus, early diagnosis and treatment are important ...
Jin-A Lee, Keun-Chang Kwak
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Denoising of Fetal Phonocardiogram Signal by Wavelet Transformation [PDF]
E3S Web of Conferences, 2020 Auscultation is still one of the most basic analytical tools used to determine the fetal heart’s functional state as well as the first fetal well-being measure. It is called fetal phonocardiography (fPCG) in its modern form.
Suryani Faradisa Irmalia +3 more
doaj +1 more source
Frequency shifting approach towards textual transcription of heartbeat sounds [PDF]
, 2011 Auscultation is an approach for diagnosing many cardiovascular problems. Automatic analysis of heartbeat sounds and extraction of its audio features can assist physicians towards diagnosing diseases.
Arvin, Farshad +2 more
core +1 more source
Model Identifkasi Sinyal Jantung Pertama (S1) dan Sinyal Jantung Kedua (S2) pada Janin
Jurnal Rekayasa Elektrika, 2020 Process of identifying fetal heart sound signals is imperative in recognizing congenital heart function that caused by many factors, such as hereditary factors and food intake of pregnant mothers.
Ira Puspasari +3 more
doaj +1 more source
BMC Bioinformatics, 2021 Background Heart sound measurement is crucial for analyzing and diagnosing patients with heart diseases. This study employed phonocardiogram signals as the input signal for heart disease analysis due to the accessibility of the respective method.
Wen-Hsien Ho +7 more
doaj +1 more source