Detection of Respiratory Sounds Based on Wavelet Coefficients and Machine Learning

Detection of Respiratory Sounds Based on Wavelet Coefficients and Machine Learning

Respiratory sounds reveal important information of the lungs of patients. However, the analysis of lung sounds depends significantly on the medical skills and diagnostic experience of the physicians and is a time-consuming process. The development of an automatic respiratory sound classification sys...

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Bibliographic Details
Main Authors: Fei Meng, Yan Shi, Na Wang, Maolin Cai, Zujing Luo
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Respiratory sound
relative wavelet energy
wavelet entropy
wavelet similarity
cross validation
artificial neural network
Online Access:https://ieeexplore.ieee.org/document/9169861/

Internet

https://ieeexplore.ieee.org/document/9169861/

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