Classification of Heart Sounds Using Convolutional Neural Network

Classification of Heart Sounds Using Convolutional Neural Network

Heart sounds play an important role in the diagnosis of cardiac conditions. Due to the low signal-to-noise ratio (SNR), it is problematic and time-consuming for experts to discriminate different kinds of heart sounds. Thus, objective classification of heart sounds is essential. In this study, we com...

Full description

Bibliographic Details
Main Authors: Fan Li, Hong Tang, Shang Shang, Klaus Mathiak, Fengyu Cong
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Applied Sciences
Subjects:
automatic heart sound classification
feature engineering
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/10/11/3956

Internet

https://www.mdpi.com/2076-3417/10/11/3956

Similar Items