Assessment of information redundancy in ECG signals

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buir.contributor.authorKöymen, Hayrettin
dc.citation.epage728
dc.citation.spage725
dc.contributor.authorAcar, Burak
dc.contributor.authorÖzçakır, Lütfü
dc.contributor.authorKöymen, Hayrettin
dc.coverage.spatialLund, Sweden
dc.date.accessioned2016-02-08T11:59:48Z
dc.date.available2016-02-08T11:59:48Z
dc.date.issued1997-09
dc.departmentDepartment of Electrical and Electronics Engineering
dc.descriptionDate of Conference: 7-10 Sept. 1997
dc.descriptionConference name: Computers in Cardiology 1997
dc.description.abstractIn this paper, the morphological information redundancy in standard 12 lead ECG channels is studied. Study is based on decomposing the ECG channels into orthogonal channels by an SVD based algorithm and then reconstructing them. Then 7 of 8 independently recorded ECG channels are decomposed and the missing channel is reconstructed from these orthogonal channels. Thus the unique morphological information content of each ECG channel is assessed through the loss of clinical information in the reconstructed signal. A comparison of the clinical parameters measured from the reconstructed and original ECG is reported.
dc.identifier.doi10.1109/CIC.1997.648153
dc.identifier.urihttp://hdl.handle.net/11693/27698
dc.language.isoEnglish
dc.publisherIEEE
dc.relation.isversionofhttps://doi.org/10.1109/CIC.1997.648153
dc.source.titleComputers in Cardiology 1997
dc.subjectAlgorithms
dc.subjectImage reconstruction
dc.subjectRedundancy
dc.subjectSignal processing
dc.subjectSingular value decomposition (SVD)
dc.subjectElectrocardiography
dc.titleAssessment of information redundancy in ECG signals
dc.typeConference Paper

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