Matches in SemOpenAlex for { <https://semopenalex.org/work/W1909332241> ?p ?o ?g. }
- W1909332241 abstract "Fast and accurate quality estimation of the electrocardiogram (ECG) signal is a relevant research topic that has attracted considerable interest in the scientific community, particularly due to its impact on tele-medicine monitoring systems, where the ECG is collected by untrained technicians. In recent years, a number of studies have addressed this topic, showing poor performance in discriminating between clinically acceptable and unacceptable ECG records. This paper presents a novel, simple and accurate algorithm to estimate the quality of the 12-lead ECG by exploiting the structure of the cross-covariance matrix among different leads. Ideally, ECG signals from different leads should be highly correlated since they capture the same electrical activation process of the heart. However, in the presence of noise or artifacts the covariance among these signals will be affected. Eigenvalues of the ECG signals covariance matrix are fed into three different supervised binary classifiers. The performance of these classifiers were evaluated using PhysioNet/CinC Challenge 2011 data. Our best quality classifier achieved an accuracy of 0.898 in the test set, while having a complexity well below the results of contestants who participated in the Challenge, thus making it suitable for implementation in current cellular devices." @default.
- W1909332241 created "2016-06-24" @default.
- W1909332241 creator A5008276223 @default.
- W1909332241 creator A5014300364 @default.
- W1909332241 creator A5039785053 @default.
- W1909332241 creator A5045519721 @default.
- W1909332241 creator A5054573901 @default.
- W1909332241 creator A5074887163 @default.
- W1909332241 creator A5084702399 @default.
- W1909332241 date "2015-06-20" @default.
- W1909332241 modified "2023-10-15" @default.
- W1909332241 title "Quality estimation of the electrocardiogram using cross-correlation among leads" @default.
- W1909332241 cites W1586692934 @default.
- W1909332241 cites W1670263352 @default.
- W1909332241 cites W1833977909 @default.
- W1909332241 cites W1979682758 @default.
- W1909332241 cites W2008429100 @default.
- W1909332241 cites W2021044602 @default.
- W1909332241 cites W2030244668 @default.
- W1909332241 cites W2030837440 @default.
- W1909332241 cites W2038240305 @default.
- W1909332241 cites W2053688325 @default.
- W1909332241 cites W2054658115 @default.
- W1909332241 cites W2056183107 @default.
- W1909332241 cites W2060114499 @default.
- W1909332241 cites W2068779649 @default.
- W1909332241 cites W2079372324 @default.
- W1909332241 cites W2091918692 @default.
- W1909332241 cites W2120484755 @default.
- W1909332241 cites W2122930900 @default.
- W1909332241 cites W2133990480 @default.
- W1909332241 cites W2142635246 @default.
- W1909332241 cites W2164866750 @default.
- W1909332241 cites W2168175751 @default.
- W1909332241 cites W4229666556 @default.
- W1909332241 doi "https://doi.org/10.1186/s12938-015-0053-1" @default.
- W1909332241 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4475316" @default.
- W1909332241 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26091857" @default.
- W1909332241 hasPublicationYear "2015" @default.
- W1909332241 type Work @default.
- W1909332241 sameAs 1909332241 @default.
- W1909332241 citedByCount "34" @default.
- W1909332241 countsByYear W19093322412016 @default.
- W1909332241 countsByYear W19093322412017 @default.
- W1909332241 countsByYear W19093322412018 @default.
- W1909332241 countsByYear W19093322412019 @default.
- W1909332241 countsByYear W19093322412020 @default.
- W1909332241 countsByYear W19093322412021 @default.
- W1909332241 countsByYear W19093322412022 @default.
- W1909332241 countsByYear W19093322412023 @default.
- W1909332241 crossrefType "journal-article" @default.
- W1909332241 hasAuthorship W1909332241A5008276223 @default.
- W1909332241 hasAuthorship W1909332241A5014300364 @default.
- W1909332241 hasAuthorship W1909332241A5039785053 @default.
- W1909332241 hasAuthorship W1909332241A5045519721 @default.
- W1909332241 hasAuthorship W1909332241A5054573901 @default.
- W1909332241 hasAuthorship W1909332241A5074887163 @default.
- W1909332241 hasAuthorship W1909332241A5084702399 @default.
- W1909332241 hasBestOaLocation W19093322411 @default.
- W1909332241 hasConcept C105795698 @default.
- W1909332241 hasConcept C111919701 @default.
- W1909332241 hasConcept C11413529 @default.
- W1909332241 hasConcept C115961682 @default.
- W1909332241 hasConcept C117220453 @default.
- W1909332241 hasConcept C119857082 @default.
- W1909332241 hasConcept C124101348 @default.
- W1909332241 hasConcept C153180895 @default.
- W1909332241 hasConcept C154945302 @default.
- W1909332241 hasConcept C178650346 @default.
- W1909332241 hasConcept C185142706 @default.
- W1909332241 hasConcept C2524010 @default.
- W1909332241 hasConcept C33923547 @default.
- W1909332241 hasConcept C41008148 @default.
- W1909332241 hasConcept C95623464 @default.
- W1909332241 hasConcept C98045186 @default.
- W1909332241 hasConcept C99498987 @default.
- W1909332241 hasConceptScore W1909332241C105795698 @default.
- W1909332241 hasConceptScore W1909332241C111919701 @default.
- W1909332241 hasConceptScore W1909332241C11413529 @default.
- W1909332241 hasConceptScore W1909332241C115961682 @default.
- W1909332241 hasConceptScore W1909332241C117220453 @default.
- W1909332241 hasConceptScore W1909332241C119857082 @default.
- W1909332241 hasConceptScore W1909332241C124101348 @default.
- W1909332241 hasConceptScore W1909332241C153180895 @default.
- W1909332241 hasConceptScore W1909332241C154945302 @default.
- W1909332241 hasConceptScore W1909332241C178650346 @default.
- W1909332241 hasConceptScore W1909332241C185142706 @default.
- W1909332241 hasConceptScore W1909332241C2524010 @default.
- W1909332241 hasConceptScore W1909332241C33923547 @default.
- W1909332241 hasConceptScore W1909332241C41008148 @default.
- W1909332241 hasConceptScore W1909332241C95623464 @default.
- W1909332241 hasConceptScore W1909332241C98045186 @default.
- W1909332241 hasConceptScore W1909332241C99498987 @default.
- W1909332241 hasIssue "1" @default.
- W1909332241 hasLocation W19093322411 @default.
- W1909332241 hasLocation W19093322412 @default.
- W1909332241 hasLocation W19093322413 @default.
- W1909332241 hasLocation W19093322414 @default.
- W1909332241 hasLocation W19093322415 @default.
- W1909332241 hasOpenAccess W1909332241 @default.