Heart Sound Classification using the Nonlinear Dynamic Feature Approach along with Conventional Classifiers

Heart Sound Classification using the Nonlinear Dynamic Feature Approach along with Conventional Classifiers

Heart sounds show chaotic and complex behavior when murmurs are present, containing nonlinear and non-Gaussian information. This paper studies ways to extract features from nonlinear dynamic models. The features frequently used to describe the underlying dynamics of the heart are derived from nonlin...

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Bibliographic Details
Main Authors: Waseem Alromema, Eman Alduweib, Zaid Abduh
Format: Article
Language:English
Published: D. G. Pylarinos 2023-06-01
Series:Engineering, Technology & Applied Science Research
Subjects:
heart sound
phonocardiogram
cardiovascular diseases
non-linear
classification
features
Online Access:https://etasr.com/index.php/ETASR/article/view/5873

Internet

https://etasr.com/index.php/ETASR/article/view/5873

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