Title | ||
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A Noise Reduction Technique Based on Nonlinear Kernel Function for Heart Sound Analysis. |
Abstract | ||
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The main difficulty encountered in interpretation of cardiac sound is interference of noise. The contaminated noise obscures the relevant information, which are useful for recognition of heart diseases. The unwanted signals are produced mainly by lungs and surrounding environment. In this paper, a novel heart sound denoising technique has been introduced based on a combined framework of wavelet pa... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1109/JBHI.2017.2667685 | IEEE Journal of Biomedical and Health Informatics |
Keywords | Field | DocType |
Noise reduction,Heart,Wavelet packets,Noise measurement,Phonocardiography | Noise reduction,Audio signal,Singular value decomposition,Noise measurement,Pattern recognition,Computer science,Signal-to-noise ratio,Artificial intelligence,Mutual information,Cluster analysis,Wavelet packet decomposition | Journal |
Volume | Issue | ISSN |
22 | 3 | 2168-2194 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ashok Mondal | 1 | 0 | 0.34 |
Ishan Saxena | 2 | 0 | 0.34 |
Hong Tang | 3 | 50 | 6.51 |
Poulami Banerjee | 4 | 1 | 0.72 |