MCHeart: Multi-Channel-Based Heart Signal Processing Scheme for Heart Noise Detection Using Deep Learning

MCHeart: Multi-Channel-Based Heart Signal Processing Scheme for Heart Noise Detection Using Deep Learning

In this study, we constructed a model to predict abnormal cardiac sounds using a diverse set of auscultation data collected from various auscultation positions. Abnormal heart sounds were identified by extracting features such as peak intervals and noise characteristics during systole and diastole....

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Bibliographic Details
Main Authors: Soyul Han, Woongsun Jeon, Wuming Gong, Il-Youp Kwak
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Biology
Subjects:
heart murmur detection
biological signals
feature extraction
smart healthcare
light CNN
multiple attention network
Online Access:https://www.mdpi.com/2079-7737/12/10/1291

Internet

https://www.mdpi.com/2079-7737/12/10/1291

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