Deep Learning-Based Heart Sound Analysis for Left Ventricular Diastolic Dysfunction Diagnosis

Deep Learning-Based Heart Sound Analysis for Left Ventricular Diastolic Dysfunction Diagnosis

The aggravation of left ventricular diastolic dysfunction (LVDD) could lead to ventricular remodeling, wall stiffness, reduced compliance, and progression to heart failure with a preserved ejection fraction. A non-invasive method based on convolutional neural networks (CNN) and heart sounds (HS) is...

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Bibliographic Details
Main Authors: Yang Yang, Xing-Ming Guo, Hui Wang, Yi-Neng Zheng
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Diagnostics
Subjects:
left ventricular diastolic dysfunction
deep convolutional generative adversarial networks
heart sounds
convolutional neural network
diagnosis
Online Access:https://www.mdpi.com/2075-4418/11/12/2349

Internet

https://www.mdpi.com/2075-4418/11/12/2349

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