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

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

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 successful in distinguishing Still'...

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Bibliographic Details
Main Authors: Raj Shekhar, Ganesh Vanama, Titus John, James Issac, Youness Arjoune, Robin W. Doroshow
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Pediatrics
Subjects:
Still's murmur
innocent heart murmur
convolutional neural network
automated identification
artificial intelligence
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2022.923956/full

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