Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease

Deep Learning Algorithms to Detect Murmurs Associated With Structural Heart Disease

Background The success of cardiac auscultation varies widely among medical professionals, which can lead to missed treatments for structural heart disease. Applying machine learning to cardiac auscultation could address this problem, but despite recent interest, few algorithms have been brought to c...

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Bibliographic Details
Main Authors: John Prince, John Maidens, Spencer Kieu, Caroline Currie, Daniel Barbosa, Cody Hitchcock, Adam Saltman, Kambiz Norozi, Philipp Wiesner, Nicholas Slamon, Erica Del Grippo, Deepak Padmanabhan, Anand Subramanian, Cholenahalli Manjunath, John Chorba, Subramaniam Venkatraman
Format: Article
Language:English
Published: Wiley 2023-10-01
Series:Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
Subjects:
auscultation
deep learning
digital stethoscopes
heart sound classification
murmur classification
structural heart disease
Online Access:https://www.ahajournals.org/doi/10.1161/JAHA.123.030377

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https://www.ahajournals.org/doi/10.1161/JAHA.123.030377

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