Matches in SemOpenAlex for { <https://semopenalex.org/work/W3000611571> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W3000611571 endingPage "8" @default.
- W3000611571 startingPage "8" @default.
- W3000611571 abstract "The aim of this work was to analyze in the Entropy–Complexity plane (HxC) time series coming from ECG, with the objective to discriminate recordings from two different groups of patients: normal sinus rhythm and cardiac arrhythmias. The HxC plane used in this study was constituted by Shannon’s Entropy as one of its axes, and the other was composed using statistical complexity. To compute the entropy, the probability distribution function (PDF) of the observed data was obtained using the methodology proposed by Bandt and Pompe (2002). The database used in the present study was the ECG recordings obtained from PhysioNet, 47 long-term signals of patients with diagnosed cardiac arrhythmias and 18 long-term signals from normal sinus rhythm patients were processed. Average values of statistical complexity and normalized Shannon entropy were calculated and analyzed in the HxC plane for each time series. The average values of complexity of ECG for patients with diagnosed arrhythmias were bigger than normal sinus rhythm group. On the other hand, the Shannon entropy average values for arrhythmias patients were lower than the normal sinus rhythm group. This characteristic made it possible to discriminate the position of both signals’ groups in the HxC plane. The results were analyzed through a multivariate statistical test hypothesis. The methodology proposed has a remarkable conceptual simplicity, and shows a promising efficiency in the detection of cardiovascular pathologies." @default.
- W3000611571 created "2020-01-23" @default.
- W3000611571 creator A5058423073 @default.
- W3000611571 creator A5068858079 @default.
- W3000611571 creator A5079077713 @default.
- W3000611571 date "2019-11-18" @default.
- W3000611571 modified "2023-09-25" @default.
- W3000611571 title "Detection of Arrhythmic Cardiac Signals from ECG Recordings Using the Entropy–Complexity Plane" @default.
- W3000611571 cites W1495813690 @default.
- W3000611571 cites W2014683958 @default.
- W3000611571 cites W2030486754 @default.
- W3000611571 cites W2041404167 @default.
- W3000611571 cites W2061087382 @default.
- W3000611571 cites W2062206520 @default.
- W3000611571 cites W2141276899 @default.
- W3000611571 cites W2486993146 @default.
- W3000611571 cites W3101426737 @default.
- W3000611571 cites W3104572869 @default.
- W3000611571 doi "https://doi.org/10.3390/ecea-5-06693" @default.
- W3000611571 hasPublicationYear "2019" @default.
- W3000611571 type Work @default.
- W3000611571 sameAs 3000611571 @default.
- W3000611571 citedByCount "1" @default.
- W3000611571 countsByYear W30006115712021 @default.
- W3000611571 crossrefType "journal-article" @default.
- W3000611571 hasAuthorship W3000611571A5058423073 @default.
- W3000611571 hasAuthorship W3000611571A5068858079 @default.
- W3000611571 hasAuthorship W3000611571A5079077713 @default.
- W3000611571 hasBestOaLocation W30006115711 @default.
- W3000611571 hasConcept C105795698 @default.
- W3000611571 hasConcept C106301342 @default.
- W3000611571 hasConcept C121332964 @default.
- W3000611571 hasConcept C126322002 @default.
- W3000611571 hasConcept C135343436 @default.
- W3000611571 hasConcept C153180895 @default.
- W3000611571 hasConcept C154945302 @default.
- W3000611571 hasConcept C164705383 @default.
- W3000611571 hasConcept C2775914520 @default.
- W3000611571 hasConcept C2779161974 @default.
- W3000611571 hasConcept C2780040984 @default.
- W3000611571 hasConcept C2908745016 @default.
- W3000611571 hasConcept C33923547 @default.
- W3000611571 hasConcept C41008148 @default.
- W3000611571 hasConcept C62520636 @default.
- W3000611571 hasConcept C71924100 @default.
- W3000611571 hasConceptScore W3000611571C105795698 @default.
- W3000611571 hasConceptScore W3000611571C106301342 @default.
- W3000611571 hasConceptScore W3000611571C121332964 @default.
- W3000611571 hasConceptScore W3000611571C126322002 @default.
- W3000611571 hasConceptScore W3000611571C135343436 @default.
- W3000611571 hasConceptScore W3000611571C153180895 @default.
- W3000611571 hasConceptScore W3000611571C154945302 @default.
- W3000611571 hasConceptScore W3000611571C164705383 @default.
- W3000611571 hasConceptScore W3000611571C2775914520 @default.
- W3000611571 hasConceptScore W3000611571C2779161974 @default.
- W3000611571 hasConceptScore W3000611571C2780040984 @default.
- W3000611571 hasConceptScore W3000611571C2908745016 @default.
- W3000611571 hasConceptScore W3000611571C33923547 @default.
- W3000611571 hasConceptScore W3000611571C41008148 @default.
- W3000611571 hasConceptScore W3000611571C62520636 @default.
- W3000611571 hasConceptScore W3000611571C71924100 @default.
- W3000611571 hasIssue "1" @default.
- W3000611571 hasLocation W30006115711 @default.
- W3000611571 hasOpenAccess W3000611571 @default.
- W3000611571 hasPrimaryLocation W30006115711 @default.
- W3000611571 hasRelatedWork W1964439706 @default.
- W3000611571 hasRelatedWork W2008204478 @default.
- W3000611571 hasRelatedWork W2012944229 @default.
- W3000611571 hasRelatedWork W2108199928 @default.
- W3000611571 hasRelatedWork W2763136555 @default.
- W3000611571 hasRelatedWork W2765227577 @default.
- W3000611571 hasRelatedWork W2765244866 @default.
- W3000611571 hasRelatedWork W2992718298 @default.
- W3000611571 hasRelatedWork W4285507528 @default.
- W3000611571 hasRelatedWork W577773589 @default.
- W3000611571 hasVolume "46" @default.
- W3000611571 isParatext "false" @default.
- W3000611571 isRetracted "false" @default.
- W3000611571 magId "3000611571" @default.
- W3000611571 workType "article" @default.