Deep attention-based neural networks for explainable heart sound classification

Deep attention-based neural networks for explainable heart sound classification

Cardiovascular diseases are the leading cause of death and severely threaten human health in daily life. There have been dramatically increasing demands from both the clinical practice and the smart home application for monitoring the heart status of individuals suffering from chronic cardiovascular...

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Bibliographic Details
Main Authors:	Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Wolfgang Nejdl, Yoshiharu Yamamoto, Björn W. Schuller
Format:	Article
Language:	English
Published:	Elsevier 2022-09-01
Series:	Machine Learning with Applications
Subjects:	Computer audition Heart sound classification Sensor signal processing Digital health
Online Access:	http://www.sciencedirect.com/science/article/pii/S266682702200038X

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