Time-Frequency Analysis, Denoising, Compression, Segmentation, and Classification of PCG Signals

Time-Frequency Analysis, Denoising, Compression, Segmentation, and Classification of PCG Signals

Phonocardigraphy (PCG) is the graphical representation of heart sounds. The PCG signal contains useful information about the functionality and the condition of the heart. It also provides an early indication of potential cardiac abnormalities. Extracting cardiac information from heart sounds and det...

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Bibliographic Details
Main Authors: Tanzil Hoque Chowdhury, Khem Narayan Poudel, Yating Hu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Classification
deep neural network
denoising
discrete wavelet transform
phonocardiogram
segmentation
Online Access:https://ieeexplore.ieee.org/document/9183915/

Internet

https://ieeexplore.ieee.org/document/9183915/

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