Results 11 to 20 of about 2,141,388 (359)

Heart Murmur and Abnormal PCG Detection via Wavelet Scattering Transform & a 1D-CNN [PDF]

open access: yesarXiv.org, 2023
Heart murmurs provide valuable information about mechanical activity of the heart, which aids in diagnosis of various heart valve diseases. This work does automatic and accurate heart murmur detection from phonocardiogram (PCG) recordings. Two public PCG
Ahmed Patwa   +2 more
semanticscholar   +1 more source

Dual Bayesian ResNet: A Deep Learning Approach to Heart Murmur Detection [PDF]

open access: yes2022 Computing in Cardiology (CinC), 2022
This study presents our team PathToMyHeart's contri-bution to the George B. Moody PhysioNet Challenge 2022. Two models are implemented. The first model is a Dual Bayesian ResNet (DBRes), where each patient's recording is segmented into overlapping log ...
"Felix H. Krones   +5 more
semanticscholar   +1 more source

Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram [PDF]

open access: yes2022 Computing in Cardiology (CinC), 2022
Aim: The George B. Moody PhysioNet Challenge 2022 raised problems of heart murmur detection and related abnormal cardiac function identification from phonocardiograms (PCGs).
Hao Wen, Ji-Su Kang
semanticscholar   +1 more source

Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds [PDF]

open access: yes2022 Computing in Cardiology (CinC), 2022
Heart murmurs are abnormal sounds present in heartbeats, caused by turbulent blood flow through the heart. The PhysioNet 2022 challenge targets automatic detection of murmur from audio recordings of the heart and automatic detection of normal vs ...
Aristotelis Ballas   +3 more
semanticscholar   +1 more source

Automated identification of innocent Still's murmur using a convolutional neural network

open access: yesFrontiers 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
doaj   +1 more source

Prevalence and Clinical Significance of Heart Murmurs Detected on Cardiac Auscultation in 856 Cats

open access: yesVeterinary 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
doaj   +1 more source

Heart murmur classification with feature selection [PDF]

open access: green2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, 2010
Dinesh Kumar   +4 more
openalex   +2 more sources

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