FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2620226338> ?p ?o ?g. }

• W2620226338 endingPage "43" @default.
• W2620226338 startingPage "34" @default.
• W2620226338 abstract "Heart sounds have attracted increasing attentions resulting from the correlation with cardiac mechanical activity. Nevertheless, the interferences caused by broadband noise have an influence on the further processing and analyzing of heart sounds. This paper presents an innovative denoising framework based on a joint combination of modified singular value decomposition (SVD) and compressed sensing (CS) in order to solve this problem. Firstly, the modified SVD is proposed to process the raw heart sounds, and it aims to separate the heart sound components from the noise components as many as possible by multi-level decomposition and reconstruction, named multi-level SVD. Then, the CS based denoising is applied to further elimination of the noise remaining after the multi-level SVD operation through sparse reconstruction. The performance of proposed framework is evaluated qualitatively and quantitatively, including the test and verification in terms of several standard metrics, and the comparison with the widely used denoising methods such as wavelet transform (WT) and empirical mode decomposition (EMD) using the heart sound databases in different noise levels. The results show that the denoising framework not only improves the signal quality but also preserves the original morphological characteristics of heart sounds, which corresponds to a higher signal-to-noise ratio (SNR), a smaller mean square error (MSE) and a higher correlation coefficient between the denoised signal and original signal. It indicates that the denoising framework can remove the noise and maintain the original physiological and pathological information of heart sounds effectively. This suggests that the denoising framework has potentially theoretical and applied value in heart sounds denoising as well as the future applications of other biomedical signals denoising." @default.
• W2620226338 created "2017-06-05" @default.
• W2620226338 creator A5030774617 @default.
• W2620226338 creator A5033949626 @default.
• W2620226338 creator A5040370784 @default.
• W2620226338 creator A5085259493 @default.
• W2620226338 date "2017-09-01" @default.
• W2620226338 modified "2023-09-28" @default.
• W2620226338 title "An innovative multi-level singular value decomposition and compressed sensing based framework for noise removal from heart sounds" @default.
• W2620226338 cites W1643655047 @default.
• W2620226338 cites W1996021349 @default.
• W2620226338 cites W1999374483 @default.
• W2620226338 cites W2003504795 @default.
• W2620226338 cites W2011440329 @default.
• W2620226338 cites W2024118382 @default.
• W2620226338 cites W2028570151 @default.
• W2620226338 cites W2030758975 @default.
• W2620226338 cites W2035381272 @default.
• W2620226338 cites W2039031643 @default.
• W2620226338 cites W2039033291 @default.
• W2620226338 cites W2070906920 @default.
• W2620226338 cites W2075675536 @default.
• W2620226338 cites W2078204800 @default.
• W2620226338 cites W2079879762 @default.
• W2620226338 cites W2090340500 @default.
• W2620226338 cites W2095335679 @default.
• W2620226338 cites W2100665545 @default.
• W2620226338 cites W2100705753 @default.
• W2620226338 cites W2106233217 @default.
• W2620226338 cites W2109141841 @default.
• W2620226338 cites W2123705707 @default.
• W2620226338 cites W2143047084 @default.
• W2620226338 cites W2146837818 @default.
• W2620226338 cites W2154423986 @default.
• W2620226338 cites W2158090133 @default.
• W2620226338 cites W2161709476 @default.
• W2620226338 cites W2162216553 @default.
• W2620226338 cites W2177201091 @default.
• W2620226338 cites W2289917018 @default.
• W2620226338 cites W2395078443 @default.
• W2620226338 cites W2416411739 @default.
• W2620226338 cites W4250955649 @default.
• W2620226338 doi "https://doi.org/10.1016/j.bspc.2017.04.005" @default.
• W2620226338 hasPublicationYear "2017" @default.
• W2620226338 type Work @default.
• W2620226338 sameAs 2620226338 @default.
• W2620226338 citedByCount "14" @default.
• W2620226338 countsByYear W26202263382018 @default.
• W2620226338 countsByYear W26202263382020 @default.
• W2620226338 countsByYear W26202263382021 @default.
• W2620226338 countsByYear W26202263382022 @default.
• W2620226338 countsByYear W26202263382023 @default.
• W2620226338 crossrefType "journal-article" @default.
• W2620226338 hasAuthorship W2620226338A5030774617 @default.
• W2620226338 hasAuthorship W2620226338A5033949626 @default.
• W2620226338 hasAuthorship W2620226338A5040370784 @default.
• W2620226338 hasAuthorship W2620226338A5085259493 @default.
• W2620226338 hasConcept C112633086 @default.
• W2620226338 hasConcept C115961682 @default.
• W2620226338 hasConcept C124851039 @default.
• W2620226338 hasConcept C126322002 @default.
• W2620226338 hasConcept C153180895 @default.
• W2620226338 hasConcept C154945302 @default.
• W2620226338 hasConcept C163294075 @default.
• W2620226338 hasConcept C199360897 @default.
• W2620226338 hasConcept C202474056 @default.
• W2620226338 hasConcept C22789450 @default.
• W2620226338 hasConcept C23431618 @default.
• W2620226338 hasConcept C25570617 @default.
• W2620226338 hasConcept C2779435589 @default.
• W2620226338 hasConcept C2779843651 @default.
• W2620226338 hasConcept C2781238097 @default.
• W2620226338 hasConcept C28490314 @default.
• W2620226338 hasConcept C30814859 @default.
• W2620226338 hasConcept C41008148 @default.
• W2620226338 hasConcept C47432892 @default.
• W2620226338 hasConcept C71924100 @default.
• W2620226338 hasConcept C76155785 @default.
• W2620226338 hasConcept C99498987 @default.
• W2620226338 hasConceptScore W2620226338C112633086 @default.
• W2620226338 hasConceptScore W2620226338C115961682 @default.
• W2620226338 hasConceptScore W2620226338C124851039 @default.
• W2620226338 hasConceptScore W2620226338C126322002 @default.
• W2620226338 hasConceptScore W2620226338C153180895 @default.
• W2620226338 hasConceptScore W2620226338C154945302 @default.
• W2620226338 hasConceptScore W2620226338C163294075 @default.
• W2620226338 hasConceptScore W2620226338C199360897 @default.
• W2620226338 hasConceptScore W2620226338C202474056 @default.
• W2620226338 hasConceptScore W2620226338C22789450 @default.
• W2620226338 hasConceptScore W2620226338C23431618 @default.
• W2620226338 hasConceptScore W2620226338C25570617 @default.
• W2620226338 hasConceptScore W2620226338C2779435589 @default.
• W2620226338 hasConceptScore W2620226338C2779843651 @default.
• W2620226338 hasConceptScore W2620226338C2781238097 @default.
• W2620226338 hasConceptScore W2620226338C28490314 @default.
• W2620226338 hasConceptScore W2620226338C30814859 @default.
• W2620226338 hasConceptScore W2620226338C41008148 @default.
• W2620226338 hasConceptScore W2620226338C47432892 @default.

• next