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.
europepmc +4 more sources
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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Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet Challenge 2022. [PDF]
PLOS Digit Health, 2023 Reyna MA +14 more
europepmc +2 more sources
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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Utility of the joint index in newborn congenital heart disease screening [PDF]
Scientific ReportsTo examine the value of“joint index”in the early and rapid screening of congenital heart disease (CHD) in newborns. The study selected live-born neonates who were delivered in the Department of Obstetrics and Gynecology at Sichuan Provincial People’s ...
Mengwen Li +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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A Heart Murmur Is Discovered on an Oncology Ward: Extramedullary Acute Myeloid Leukemia. [PDF]
Am J Med, 2020 Abboud A +8 more
europepmc +3 more sources
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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Heart murmurs in the general population: diagnostic value and prevalence from the Tromsø Study. [PDF]
HeartDavidsen AH +5 more
europepmc +2 more sources