A New Method for Heart Disease Detection: Long Short-Term Feature Extraction from Heart Sound Data

A New Method for Heart Disease Detection: Long Short-Term Feature Extraction from Heart Sound Data

Heart sounds have been extensively studied for heart disease diagnosis for several decades. Traditional machine learning algorithms applied in the literature have typically partitioned heart sounds into small windows and employed feature extraction methods to classify samples. However, as there is n...

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Bibliographic Details
Main Authors: Mesut Guven, Fatih Uysal
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Sensors
Subjects:
machine learning
long short-term features
feature selection
auscultation
heart abnormalities
heart sound classification
Online Access:https://www.mdpi.com/1424-8220/23/13/5835

Internet

https://www.mdpi.com/1424-8220/23/13/5835

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