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Heart Murmur Classification Using a Capsule Neural Network [PDF]
Bioengineering, 2023 The healthcare industry has made significant progress in the diagnosis of heart conditions due to the use of intelligent detection systems such as electrocardiograms, cardiac ultrasounds, and abnormal sound diagnostics that use artificial intelligence ...
Yu-Ting Tsai +4 more
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Cureus, 2018 Heart murmur is the most common reason for a referral to a pediatric cardiologist. Virtually all children have a heart murmur during their childhood. Less than 1% of murmurs are pathological in children. Innocent/functional heart murmur is the most common type of heart murmur.
Doshi AR.
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Multiscale analysis of heart sound signals in the wavelet domain for heart murmur detection [PDF]
Scientific ReportsA heart murmur is an atypical sound produced by blood flow through the heart. It can indicate a serious heart condition, so detecting heart murmurs is critical for identifying and managing cardiovascular diseases. However, current methods for identifying
Dixon Vimalajeewa +2 more
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Robust Heart Sound Analysis With MFCC and Light Weight Convolutional Neural Network [PDF]
IEEE Open Journal of Engineering in Medicine and BiologyObjective: Heart sound analysis is essential for cardiovascular disorder classification. Traditional auscultation and rule-based methods require manual feature engineering and clinical expertise.
Aliya Hasan, Mohammad Karim
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An extremely rare tetralogy of Fallot with absent pulmonary valve and unilateral absence of the pulmonary artery: a rare report of De Bucket Syndrome [PDF]
The Egyptian Heart JournalBackground Only a limited number of studies have reported on TOF with absent pulmonary valve (APV). Similarly, while cases of TOF with absent pulmonary artery (PA) have been documented, case reports describing TOF with both APV and absent PA are ...
Amirhossein Jalali +6 more
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Automated identification of innocent Still's murmur using a convolutional neural network
Frontiers in Pediatrics, 2022 BackgroundStill's murmur is the most prevalent innocent heart murmur of childhood. Auscultation is the primary clinical tool to identify this murmur as innocent. Whereas pediatric cardiologists routinely perform this task, primary care providers are less
Raj Shekhar +9 more
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Prevalence and Clinical Significance of Heart Murmurs Detected on Cardiac Auscultation in 856 Cats
Veterinary Sciences, 2022 Background: Cardiac auscultation is one of the most important clinical tools to identify patients with a potential heart disease. Although several publications have reported the prevalence of murmurs in cats, little information is available in relation ...
Luca Ferasin +3 more
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Heart Murmur Classification in Phonocardiogram Representations Using Convolutional Neural Networks
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2023 Heart murmurs are sounds made by rapid blood flow in the heart. Abnormal heart murmurs can be a sign of serious heart conditions such as arrhythmia and cardiovascular diseases. Therefore, heart murmur classification is crucial for early detection of such
Mehlam Shabbir +3 more
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PLoS ONE, 2021 Careful auscultation is the first step to diagnose aortic stenosis (AS). The aim of this study was to compare clinical outcomes following transcatheter aortic valve implantation (TAVI) between the patients primarily diagnosed by heart murmur and those ...
Yousuke Taniguchi +13 more
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IEEE Access, 2023 This paper proposes an intelligent stethoscope system that synchronously displays the electrocardiogram (ECG) and heart sound. The instrument, which accelerates auscultation, can be used for the diagnosis of valvular heart disease (VHD) for clinical ...
Shuenn-Yuh Lee +5 more
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