FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2981099508> ?p ?o ?g. }

• W2981099508 abstract "Abstract Owing to the diversity of pulse-wave morphology, pulse-based diagnosis is difficult, especially pulse-wave-pattern classification (PWPC). A powerful method for PWPC is a convolutional neural network (CNN). It outperforms conventional methods in pattern classification due to extracting informative abstraction and features. For previous PWPC criteria, the relationship between pulse and disease types is not clear. In order to improve the clinical practicability, there is a need for a CNN model to find the one-to-one correspondence between pulse pattern and disease categories. In this study, five cardiovascular diseases (CVD) and complications were extracted from medical records as classification criteria to build pulse data set 1. Four physiological parameters closely related to the selected diseases were also extracted as classification criteria to build data set 2. An optimized CNN model with stronger feature extraction capability for pulse signals was proposed, which achieved PWPC with 95% accuracy in data set 1 and 89% accuracy in data set 2. It demonstrated that pulse waves are the result of multiple physiological parameters. There are limitations when using a single physiological parameter to characterise the overall pulse pattern. The proposed CNN model can achieve high accuracy of PWPC while using CVD and complication categories as classification criteria." @default.
• W2981099508 created "2019-10-25" @default.
• W2981099508 creator A5004885445 @default.
• W2981099508 creator A5017510225 @default.
• W2981099508 creator A5050236002 @default.
• W2981099508 creator A5050382601 @default.
• W2981099508 creator A5051830933 @default.
• W2981099508 creator A5051866628 @default.
• W2981099508 date "2019-10-17" @default.
• W2981099508 modified "2023-09-25" @default.
• W2981099508 title "Pulse-Wave-Pattern Classification with a Convolutional Neural Network" @default.
• W2981099508 cites W1433129449 @default.
• W2981099508 cites W1586391644 @default.
• W2981099508 cites W1689711448 @default.
• W2981099508 cites W1925607687 @default.
• W2981099508 cites W1986349550 @default.
• W2981099508 cites W1989015919 @default.
• W2981099508 cites W2005227457 @default.
• W2981099508 cites W2005286252 @default.
• W2981099508 cites W2009412580 @default.
• W2981099508 cites W2044204465 @default.
• W2981099508 cites W2046082414 @default.
• W2981099508 cites W2080498471 @default.
• W2981099508 cites W2095134437 @default.
• W2981099508 cites W2096772233 @default.
• W2981099508 cites W2100678654 @default.
• W2981099508 cites W2108211140 @default.
• W2981099508 cites W2108917507 @default.
• W2981099508 cites W2112796928 @default.
• W2981099508 cites W2139634859 @default.
• W2981099508 cites W2141398296 @default.
• W2981099508 cites W2143612262 @default.
• W2981099508 cites W2151100203 @default.
• W2981099508 cites W2153896792 @default.
• W2981099508 cites W2164834273 @default.
• W2981099508 cites W2323929895 @default.
• W2981099508 cites W2562445137 @default.
• W2981099508 cites W2566712856 @default.
• W2981099508 cites W2591957616 @default.
• W2981099508 cites W2887626628 @default.
• W2981099508 cites W2941090138 @default.
• W2981099508 cites W3104629648 @default.
• W2981099508 cites W2510684845 @default.
• W2981099508 doi "https://doi.org/10.1038/s41598-019-51334-2" @default.
• W2981099508 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6797811" @default.
• W2981099508 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31624300" @default.
• W2981099508 hasPublicationYear "2019" @default.
• W2981099508 type Work @default.
• W2981099508 sameAs 2981099508 @default.
• W2981099508 citedByCount "20" @default.
• W2981099508 countsByYear W29810995082020 @default.
• W2981099508 countsByYear W29810995082021 @default.
• W2981099508 countsByYear W29810995082022 @default.
• W2981099508 countsByYear W29810995082023 @default.
• W2981099508 crossrefType "journal-article" @default.
• W2981099508 hasAuthorship W2981099508A5004885445 @default.
• W2981099508 hasAuthorship W2981099508A5017510225 @default.
• W2981099508 hasAuthorship W2981099508A5050236002 @default.
• W2981099508 hasAuthorship W2981099508A5050382601 @default.
• W2981099508 hasAuthorship W2981099508A5051830933 @default.
• W2981099508 hasAuthorship W2981099508A5051866628 @default.
• W2981099508 hasBestOaLocation W29810995081 @default.
• W2981099508 hasConcept C124101348 @default.
• W2981099508 hasConcept C134652429 @default.
• W2981099508 hasConcept C138885662 @default.
• W2981099508 hasConcept C153180895 @default.
• W2981099508 hasConcept C154945302 @default.
• W2981099508 hasConcept C172321821 @default.
• W2981099508 hasConcept C177264268 @default.
• W2981099508 hasConcept C199360897 @default.
• W2981099508 hasConcept C2776401178 @default.
• W2981099508 hasConcept C2780167933 @default.
• W2981099508 hasConcept C41008148 @default.
• W2981099508 hasConcept C41895202 @default.
• W2981099508 hasConcept C50644808 @default.
• W2981099508 hasConcept C52622490 @default.
• W2981099508 hasConcept C58489278 @default.
• W2981099508 hasConcept C76155785 @default.
• W2981099508 hasConcept C81363708 @default.
• W2981099508 hasConcept C94915269 @default.
• W2981099508 hasConceptScore W2981099508C124101348 @default.
• W2981099508 hasConceptScore W2981099508C134652429 @default.
• W2981099508 hasConceptScore W2981099508C138885662 @default.
• W2981099508 hasConceptScore W2981099508C153180895 @default.
• W2981099508 hasConceptScore W2981099508C154945302 @default.
• W2981099508 hasConceptScore W2981099508C172321821 @default.
• W2981099508 hasConceptScore W2981099508C177264268 @default.
• W2981099508 hasConceptScore W2981099508C199360897 @default.
• W2981099508 hasConceptScore W2981099508C2776401178 @default.
• W2981099508 hasConceptScore W2981099508C2780167933 @default.
• W2981099508 hasConceptScore W2981099508C41008148 @default.
• W2981099508 hasConceptScore W2981099508C41895202 @default.
• W2981099508 hasConceptScore W2981099508C50644808 @default.
• W2981099508 hasConceptScore W2981099508C52622490 @default.
• W2981099508 hasConceptScore W2981099508C58489278 @default.
• W2981099508 hasConceptScore W2981099508C76155785 @default.
• W2981099508 hasConceptScore W2981099508C81363708 @default.
• W2981099508 hasConceptScore W2981099508C94915269 @default.
• W2981099508 hasFunder F4320311405 @default.
• W2981099508 hasFunder F4320334789 @default.

• next