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Naslov:Unravelling the potential of phase portrait in the auscultation of mitral valve dysfunction
Avtorji:ID Swapna, Mohanachandran Nair Sindhu, UNIVERSITY OF KERALA (Avtor)
ID S, SREEJYOTHI, UNIVERSITY OF KERALA (Avtor)
ID A, RENJINI, UNIVERSITY OF KERALA (Avtor)
ID VIMAL, RAJ, UNIVERSITY OF KERALA (Avtor)
ID SANKARANARAYANA IYER, SANKARARAMAN, UNIVERSITY OF KERALA (Avtor)
Datoteke: Gradivo nima datotek, ki so prostodostopne za javnost. Gradivo je morda fizično dosegljivo v knjižnici fakultete, zalogo lahko preverite v COBISS-u. Povezava se odpre v novem oknu
Jezik:Angleški jezik
Vrsta gradiva:Delo ni kategorizirano
Tipologija:1.01 - Izvirni znanstveni članek
Organizacija:UNG - Univerza v Novi Gorici
Opis:The manuscript elucidates the potential of phase portrait, fast Fourier transform, wavelet, and time-series analyses of the heart murmur (HM) of normal (healthy) and mitral regurgitation (MR) in the diagnosis of valve-related cardiovascular diseases. The temporal evolution study of phase portrait and the entropy analyses of HM unveil the valve dysfunctioninduced haemodynamics. A tenfold increase in sample entropy in MR from that of normal indicates the valve dysfunction. The occurrence of a large number of frequency components between lub and dub in MR, compared to the normal, is substantiated through the spectral analyses. The machine learning techniques, K-nearest neighbour, support vector machine, and principal component analyses give 100% predictive accuracy. Thus, the study suggests a surrogate method of auscultation of HM that can be employed cost-effectively in rural health centres.
Ključne besede:phase portrait, auscultation, mitral valve dysfunction, heart murmur, nonlinear time series analysis
Verzija publikacije:Objavljena publikacija
Leto izida:2021
Št. strani:15
Številčenje:2, 136
PID:20.500.12556/RUNG-7395 Novo okno
COBISS.SI-ID:112992771 Novo okno
DOI:10.1140/epjp/s13360-021-01185-6 Novo okno
NUK URN:URN:SI:UNG:REP:SKDJRX4E
Datum objave v RUNG:28.06.2022
Število ogledov:2621
Število prenosov:0
Metapodatki:XML DC-XML DC-RDF
:
SWAPNA, Mohanachandran Nair Sindhu, S, SREEJYOTHI, A, RENJINI, VIMAL, RAJ in SANKARANARAYANA IYER, SANKARARAMAN, 2021, Unravelling the potential of phase portrait in the auscultation of mitral valve dysfunction. The European Physical Journal Plus [na spletu]. 2021. Vol. 2, no. 136. [Dostopano 8 april 2025]. DOI 10.1140/epjp/s13360-021-01185-6. Pridobljeno s: https://repozitorij.ung.si/IzpisGradiva.php?lang=slv&id=7395
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Gradivo je del revije

Naslov:The European Physical Journal Plus
Založnik:SPRINGER
Leto izida:2021
ISSN:2190-5444

Licence

Licenca:CC BY-NC-ND 4.0, Creative Commons Priznanje avtorstva-Nekomercialno-Brez predelav 4.0 Mednarodna
Povezava:http://creativecommons.org/licenses/by-nc-nd/4.0/deed.sl
Opis:Najbolj omejujoča licenca Creative Commons. Uporabniki lahko prenesejo in delijo delo v nekomercialne namene in ga ne smejo uporabiti za nobene druge namene.
Začetek licenciranja:28.06.2022

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