FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898898166> ?p ?o ?g. }

• W2898898166 endingPage "61" @default.
• W2898898166 startingPage "52" @default.
• W2898898166 abstract "This study aimed to investigate and classify wheeze sounds of asthmatic patients according to their severity level (mild, moderate and severe) using spectral integrated (SI) features. Segmented and validated wheeze sounds were obtained from auscultation recordings of the trachea and lower lung base of 55 asthmatic patients during tidal breathing manoeuvres. The segments were multi-labelled into 9 groups based on the auscultation location and/or breath phases. Bandwidths were selected based on the physiology, and a corresponding SI feature was computed for each segment. Univariate and multivariate statistical analyses were then performed to investigate the discriminatory behaviour of the features with respect to the severity levels in the various groups. The asthmatic severity levels in the groups were then classified using the ensemble (ENS), support vector machine (SVM) and k-nearest neighbour (KNN) methods. All statistical comparisons exhibited a significant difference (p < 0.05) among the severity levels with few exceptions. In the classification experiments, the ensemble classifier exhibited better performance in terms of sensitivity, specificity and positive predictive value (PPV). The trachea inspiratory group showed the highest classification performance compared with all the other groups. Overall, the best PPV for the mild, moderate and severe samples were 95% (ENS), 88% (ENS) and 90% (SVM), respectively. With respect to location, the tracheal related wheeze sounds were most sensitive and specific predictors of asthma severity levels. In addition, the classification performances of the inspiratory and expiratory related groups were comparable, suggesting that the samples from these locations are equally informative." @default.
• W2898898166 created "2018-11-09" @default.
• W2898898166 creator A5058746377 @default.
• W2898898166 creator A5066544732 @default.
• W2898898166 creator A5078023928 @default.
• W2898898166 creator A5080806243 @default.
• W2898898166 date "2019-01-01" @default.
• W2898898166 modified "2023-10-13" @default.
• W2898898166 title "Characterization and classification of asthmatic wheeze sounds according to severity level using spectral integrated features" @default.
• W2898898166 cites W165785122 @default.
• W2898898166 cites W1710409501 @default.
• W2898898166 cites W1805755361 @default.
• W2898898166 cites W1970931220 @default.
• W2898898166 cites W1980128308 @default.
• W2898898166 cites W1989590026 @default.
• W2898898166 cites W2002730342 @default.
• W2898898166 cites W2017941595 @default.
• W2898898166 cites W2025935575 @default.
• W2898898166 cites W2028709512 @default.
• W2898898166 cites W2029032486 @default.
• W2898898166 cites W2032961132 @default.
• W2898898166 cites W2035572295 @default.
• W2898898166 cites W2042605773 @default.
• W2898898166 cites W2043392634 @default.
• W2898898166 cites W2047469300 @default.
• W2898898166 cites W2051138937 @default.
• W2898898166 cites W2071840580 @default.
• W2898898166 cites W2076435877 @default.
• W2898898166 cites W2078701722 @default.
• W2898898166 cites W2093857251 @default.
• W2898898166 cites W2096892597 @default.
• W2898898166 cites W2104528845 @default.
• W2898898166 cites W2106822551 @default.
• W2898898166 cites W2111460811 @default.
• W2898898166 cites W2124954038 @default.
• W2898898166 cites W2129140579 @default.
• W2898898166 cites W2130211956 @default.
• W2898898166 cites W2132546558 @default.
• W2898898166 cites W2133766694 @default.
• W2898898166 cites W2151124172 @default.
• W2898898166 cites W2152716404 @default.
• W2898898166 cites W2162290386 @default.
• W2898898166 cites W2165373892 @default.
• W2898898166 cites W2227571529 @default.
• W2898898166 cites W2327109843 @default.
• W2898898166 cites W2399296970 @default.
• W2898898166 cites W2408323856 @default.
• W2898898166 cites W2409393560 @default.
• W2898898166 cites W2572494275 @default.
• W2898898166 cites W2619772334 @default.
• W2898898166 cites W2623602588 @default.
• W2898898166 cites W2736614482 @default.
• W2898898166 cites W2757870610 @default.
• W2898898166 cites W2790761036 @default.
• W2898898166 cites W411049612 @default.
• W2898898166 cites W4237240888 @default.
• W2898898166 cites W763899905 @default.
• W2898898166 cites W2606080570 @default.
• W2898898166 doi "https://doi.org/10.1016/j.compbiomed.2018.10.035" @default.
• W2898898166 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30439599" @default.
• W2898898166 hasPublicationYear "2019" @default.
• W2898898166 type Work @default.
• W2898898166 sameAs 2898898166 @default.
• W2898898166 citedByCount "25" @default.
• W2898898166 countsByYear W28988981662019 @default.
• W2898898166 countsByYear W28988981662020 @default.
• W2898898166 countsByYear W28988981662021 @default.
• W2898898166 countsByYear W28988981662022 @default.
• W2898898166 countsByYear W28988981662023 @default.
• W2898898166 crossrefType "journal-article" @default.
• W2898898166 hasAuthorship W2898898166A5058746377 @default.
• W2898898166 hasAuthorship W2898898166A5066544732 @default.
• W2898898166 hasAuthorship W2898898166A5078023928 @default.
• W2898898166 hasAuthorship W2898898166A5080806243 @default.
• W2898898166 hasConcept C105795698 @default.
• W2898898166 hasConcept C12267149 @default.
• W2898898166 hasConcept C126322002 @default.
• W2898898166 hasConcept C153180895 @default.
• W2898898166 hasConcept C154945302 @default.
• W2898898166 hasConcept C161584116 @default.
• W2898898166 hasConcept C199163554 @default.
• W2898898166 hasConcept C2776042228 @default.
• W2898898166 hasConcept C2777324038 @default.
• W2898898166 hasConcept C2777402568 @default.
• W2898898166 hasConcept C2778338976 @default.
• W2898898166 hasConcept C33923547 @default.
• W2898898166 hasConcept C41008148 @default.
• W2898898166 hasConcept C71924100 @default.
• W2898898166 hasConceptScore W2898898166C105795698 @default.
• W2898898166 hasConceptScore W2898898166C12267149 @default.
• W2898898166 hasConceptScore W2898898166C126322002 @default.
• W2898898166 hasConceptScore W2898898166C153180895 @default.
• W2898898166 hasConceptScore W2898898166C154945302 @default.
• W2898898166 hasConceptScore W2898898166C161584116 @default.
• W2898898166 hasConceptScore W2898898166C199163554 @default.
• W2898898166 hasConceptScore W2898898166C2776042228 @default.
• W2898898166 hasConceptScore W2898898166C2777324038 @default.
• W2898898166 hasConceptScore W2898898166C2777402568 @default.

• next