FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3091915511> ?p ?o ?g. }

• W3091915511 endingPage "6790" @default.
• W3091915511 startingPage "6775" @default.
• W3091915511 abstract "Accurate pulse diagnosis is often based on extensive clinical experience. Recently, modern computer-aided pulse diagnostic methods have been developed to help doctors to quickly determine patients' physiological conditions. Most pulse diagnostic methods used low-dimensional feature vectors to classify pulse types. Therefore, some important but subtle pulse information might be ignored. In this study, a novel high-dimensional pulse classification method was developed to improve pulse diagnosis accuracy. To understand the underlying physical meaning or implications hidden in pulse discrimination, 71 pulse features were extracted from the time, spatial, and frequency domains to cover as much pulse information as possible. Then, Principal Component Analysis (PCA) was applied to extract the most representative components. Artificial neural networks were trained to classify 10 different pulse types. The results showed that PCA accounted for 95% of the total variances achieved the highest accuracy of 98.2% in pulse classification. The results also showed that pulse energy, local instantaneous characteristics, main frequency, and waveform complexity were the major factors determining pulse discriminability. This study demonstrated that using high-dimensional features could retain more pulse information and thus, effectively improve pulse diagnostic accuracy." @default.
• W3091915511 created "2020-10-15" @default.
• W3091915511 creator A5012690667 @default.
• W3091915511 creator A5044576418 @default.
• W3091915511 creator A5086009054 @default.
• W3091915511 date "2020-01-01" @default.
• W3091915511 modified "2023-10-15" @default.
• W3091915511 title "Using high-dimensional features for high-accuracy pulse diagnosis" @default.
• W3091915511 cites W1465734221 @default.
• W3091915511 cites W1489036072 @default.
• W3091915511 cites W1827979610 @default.
• W3091915511 cites W1862394037 @default.
• W3091915511 cites W1972269696 @default.
• W3091915511 cites W1979240885 @default.
• W3091915511 cites W1979998635 @default.
• W3091915511 cites W1996021349 @default.
• W3091915511 cites W1996082477 @default.
• W3091915511 cites W2007221293 @default.
• W3091915511 cites W2051140192 @default.
• W3091915511 cites W2054873966 @default.
• W3091915511 cites W2077204677 @default.
• W3091915511 cites W2089737752 @default.
• W3091915511 cites W2093266575 @default.
• W3091915511 cites W2096772233 @default.
• W3091915511 cites W2100678654 @default.
• W3091915511 cites W2107558893 @default.
• W3091915511 cites W2110254672 @default.
• W3091915511 cites W2139781097 @default.
• W3091915511 cites W2161974745 @default.
• W3091915511 cites W2536147693 @default.
• W3091915511 cites W2582585321 @default.
• W3091915511 cites W2729113770 @default.
• W3091915511 cites W2790486054 @default.
• W3091915511 cites W2884311850 @default.
• W3091915511 cites W2913234498 @default.
• W3091915511 cites W2981099508 @default.
• W3091915511 doi "https://doi.org/10.3934/mbe.2020353" @default.
• W3091915511 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33378877" @default.
• W3091915511 hasPublicationYear "2020" @default.
• W3091915511 type Work @default.
• W3091915511 sameAs 3091915511 @default.
• W3091915511 citedByCount "3" @default.
• W3091915511 countsByYear W30919155112021 @default.
• W3091915511 crossrefType "journal-article" @default.
• W3091915511 hasAuthorship W3091915511A5012690667 @default.
• W3091915511 hasAuthorship W3091915511A5044576418 @default.
• W3091915511 hasAuthorship W3091915511A5086009054 @default.
• W3091915511 hasBestOaLocation W30919155111 @default.
• W3091915511 hasConcept C120665830 @default.
• W3091915511 hasConcept C121332964 @default.
• W3091915511 hasConcept C134652429 @default.
• W3091915511 hasConcept C138885662 @default.
• W3091915511 hasConcept C153180895 @default.
• W3091915511 hasConcept C154945302 @default.
• W3091915511 hasConcept C172321821 @default.
• W3091915511 hasConcept C178596936 @default.
• W3091915511 hasConcept C197424946 @default.
• W3091915511 hasConcept C27438332 @default.
• W3091915511 hasConcept C2776401178 @default.
• W3091915511 hasConcept C2780167933 @default.
• W3091915511 hasConcept C3019722297 @default.
• W3091915511 hasConcept C41008148 @default.
• W3091915511 hasConcept C41895202 @default.
• W3091915511 hasConcept C50644808 @default.
• W3091915511 hasConcept C520434653 @default.
• W3091915511 hasConcept C554190296 @default.
• W3091915511 hasConcept C76155785 @default.
• W3091915511 hasConcept C94915269 @default.
• W3091915511 hasConceptScore W3091915511C120665830 @default.
• W3091915511 hasConceptScore W3091915511C121332964 @default.
• W3091915511 hasConceptScore W3091915511C134652429 @default.
• W3091915511 hasConceptScore W3091915511C138885662 @default.
• W3091915511 hasConceptScore W3091915511C153180895 @default.
• W3091915511 hasConceptScore W3091915511C154945302 @default.
• W3091915511 hasConceptScore W3091915511C172321821 @default.
• W3091915511 hasConceptScore W3091915511C178596936 @default.
• W3091915511 hasConceptScore W3091915511C197424946 @default.
• W3091915511 hasConceptScore W3091915511C27438332 @default.
• W3091915511 hasConceptScore W3091915511C2776401178 @default.
• W3091915511 hasConceptScore W3091915511C2780167933 @default.
• W3091915511 hasConceptScore W3091915511C3019722297 @default.
• W3091915511 hasConceptScore W3091915511C41008148 @default.
• W3091915511 hasConceptScore W3091915511C41895202 @default.
• W3091915511 hasConceptScore W3091915511C50644808 @default.
• W3091915511 hasConceptScore W3091915511C520434653 @default.
• W3091915511 hasConceptScore W3091915511C554190296 @default.
• W3091915511 hasConceptScore W3091915511C76155785 @default.
• W3091915511 hasConceptScore W3091915511C94915269 @default.
• W3091915511 hasIssue "6" @default.
• W3091915511 hasLocation W30919155111 @default.
• W3091915511 hasLocation W30919155112 @default.
• W3091915511 hasOpenAccess W3091915511 @default.
• W3091915511 hasPrimaryLocation W30919155111 @default.
• W3091915511 hasRelatedWork W1974895211 @default.
• W3091915511 hasRelatedWork W1975632186 @default.
• W3091915511 hasRelatedWork W2014683590 @default.
• W3091915511 hasRelatedWork W2116342734 @default.
• W3091915511 hasRelatedWork W2129841057 @default.

• next