Improving the Performance of Heart Disease Diagnosis by Combining the Cochleogram Transformation and Variable Auto-Encoder (VAE) Network

Improving the Performance of Heart Disease Diagnosis by Combining the Cochleogram Transformation and Variable Auto-Encoder (VAE) Network

<p>Early detection of abnormal heart sounds can largely prevent sudden death caused by heart diseases. A low-cost and non-invasive method for detecting abnormal heart sounds is the use of PCG signal. In this article, after segmenting the heart sound signal, the two-dimensional representation o...

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Bibliographic Details
Main Authors:	Mahbubeh Bahrayni, Ramin Barati, Abbas Kamali
Format:	Article
Language:	fas
Published:	Islamic Azad University Bushehr Branch 2025-08-01
Series:	مهندسی مخابرات جنوب
Subjects:	variable auto-encoder (vae) network cochleogram transformation heart disease diagnosis support vector machine and k-nearest neighbor (knn)
Online Access:	https://sanad.iau.ir/journal/jce/Article/870032
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