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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MedComm, Volume 6, Issue 11, November 2025.This 30‐year cohort study demonstrates that elevated blood pressure (BP) since childhood contributes to arterial stiffness in midlife, with adult BP showing the strongest association. The triglyceride–glucose index partially mediates this relationship, especially in males. These findings highlight the importance of early BP control and metabolic health
Yang Wang +25 more
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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
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Time-frequency scaling transformation of the phonocardiogram based of the matching pursuit method.
, 1998 International audienceA time-frequency scaling transformation based on the matching pursuit (MP) method is developed for the phonocardiogram (PCG). The MP method decomposes a signal into a series of time-frequency atoms by using an iterative process. The
A.G. Clark +25 more
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Vital sign monitoring and cardiac triggering at 1.5 Tesla: A practical solution by an MR-ballistocardiography fiber-optic sensor [PDF]
, 2019 This article presents a solution for continuous monitoring of both respiratory rate (RR) and heart rate (HR) inside Magnetic Resonance Imaging (MRI) environments by a novel ballistocardiography (BCG) fiber-optic sensor.
Fajkus, Marcel +3 more
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Alzheimer's &Dementia, Volume 21, Issue 10, October 2025.Abstract INTRODUCTION Arterial stiffness measured within various arterial beds may be differentially associated with neuroimaging biomarkers of dementia. METHODS We related carotid and regional (cardio‐ankle vascular index [CAVI] and heart‐ankle pulse wave velocity [haPWV]) arterial stiffness measures to biomarkers (gray matter volume [GMV], white ...
Sheina Emrani +18 more
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Rivero-Carvallo Sign in Bioprosthetic Tricuspid Valve Stenosis
JACC: Case Reports, 2023 In a case with bioprosthetic tricuspid stenosis, simultaneous phonocardiogram and Doppler recordings revealed that the louder diastolic rumble in inspiration (Rivero-Carvallo sign) is related to increased tricuspid gradient caused by less prominent ...
Kazuhito Hirata, MD +2 more
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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
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Rapid detection and interpretation of heart murmurs using phonocardiograms, transfer learning and explainable artificial intelligence. [PDF]
Health Inf Sci SystÖzcan F.
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Phonocardiogram segmentation by using an hybrid RBF-HMM model [PDF]
, 2007 This paper is concerned to the segmentation of heart sounds by using Radial-Basis Functions for acoustical modelling, combined with a Hidden Markov Model for heart sounds sequence modelling.
Cardoso, Manuel J., Lima, C. S.
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