Lightweight End-to-End Neural Network Model for Automatic Heart Sound Classification

Lightweight End-to-End Neural Network Model for Automatic Heart Sound Classification

Heart sounds play an important role in the initial screening of heart diseases. However, the accurate diagnosis with heart sound signals requires doctors to have many years of clinical experience and relevant professional knowledge. In this study, we proposed an end-to-end lightweight neural network...

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Bibliographic Details
Main Authors: Tao Li, Yibo Yin, Kainan Ma, Sitao Zhang, Ming Liu
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Information
Subjects:
heart sound
convolutional network
FocalLoss
lightweight
Online Access:https://www.mdpi.com/2078-2489/12/2/54

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