Multi-level feature encoding algorithm based on FBPSI for heart sound classification

Abstract Analysis of heart sound signals plays an essential role in preventing and diagnosing cardiac diseases. This study proposes a multi-level feature encoding algorithm based on frequency-balanced power spectral intensity for heart sound signal classification. Firstly, a wavelet threshold functi...

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Bibliographic Details
Main Authors: Yu Fang, Hongxia Leng, Weibo Wang, Dongbo Liu
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-70230-y
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