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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Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. [PDF]
IEEE J Biomed Health Inform, 2023 Objective: Murmurs are abnormal heart sounds, identified by experts through cardiac auscultation. The murmur grade, a quantitative measure of the murmur intensity, is strongly correlated with the patient's clinical condition.
Elola A +8 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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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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Auscultation While Standing: A Basic and Reliable Method to Rule Out a Pathologic Heart Murmur in Children. [PDF]
Ann Fam Med, 2017 PURPOSE The distinction between physiologic (innocent) and pathologic (organic) heart murmurs is not always easy in routine practice, leading too often to unnecessary cardiology referrals and expensive investigations. We aimed to test the hypothesis that
Lefort B +6 more
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Parental anxiety related to referral of childhood heart murmur; an observational/interventional study. [PDF]
BMC Pediatr, 2015 BackgroundDetection of a heart murmur in healthy children is common, but may generate anxiety among parents. Many parents believe a heart murmur is a sign of heart disease, although the majority of heart murmurs are innocent.
Bårdsen T +4 more
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The importance of heart murmur in the neonatal period and justification of echocardiographic review. [PDF]
Med Arch, 2014 Introduction: Heart murmurs can be functional (innocent) and pathological (organic). Although it is not considered a major sign of heart disease, it may be a sign of a serious heart defect. In most cases the noise is initiation for cardiac treatment.
Kardasevic M, Kardasevic A.
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Heart Murmur Quality Detection Using Deep Neural Networks with Attention Mechanism
Applied SciencesHeart murmurs play a critical role in assessing the condition of the heart. Murmur quality reflects the subjective human perception of heart murmurs and is an important characteristic strongly linked to cardiovascular diseases (CVDs).
Tingwei Wu +4 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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