Heart sound classification using signal processing and machine learning algorithms

Heart sound classification using signal processing and machine learning algorithms

According to global statistics and the world health organization (WHO), about 17.5 million people die each year from cardiovascular disease. In this paper, the heart sounds gathered by a stethoscope are analyzed to diagnose several diseases caused by heart failure. This research’s primary process is...

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Bibliographic Details
Main Authors: Yasser Zeinali, Seyed Taghi Akhavan Niaki
Format: Article
Language:English
Published: Elsevier 2022-03-01
Series:Machine Learning with Applications
Subjects:
Heart sound
Signal processing algorithms
Machine learning algorithms
Dimensional reduction algorithms
Feature selection
Gradient boosting classifier
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021001031

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http://www.sciencedirect.com/science/article/pii/S2666827021001031

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