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Fetal ECG extraction using independent component analysis by Jade approach

dc.contributor.editorLepore N.
dc.contributor.editorBrieva J.
dc.contributor.editorGarcia J.D.
dc.contributor.editorRomero E.
dc.creatorGiraldo-Guzmán J.
dc.creatorContreras Ortiz, Sonia Helena
dc.creatorLasprilla G.I.B.
dc.creatorKotas, Marian
dc.date.accessioned2020-03-26T16:32:39Z
dc.date.available2020-03-26T16:32:39Z
dc.date.issued2017
dc.identifier.citationProceedings of SPIE - The International Society for Optical Engineering; Vol. 10572
dc.identifier.isbn9781510616332
dc.identifier.issn0277786X
dc.identifier.urihttps://hdl.handle.net/20.500.12585/8958
dc.description.abstractFetal ECG monitoring is a useful method to assess the fetus health and detect abnormal conditions. In this paper we propose an approach to extract fetal ECG from abdomen and chest signals using independent component analysis based on the joint approximate diagonalization of eigenmatrices approach. The JADE approach avoids redundancy, what reduces matrix dimension and computational costs. Signals were filtered with a high pass filter to eliminate low frequency noise. Several levels of decomposition were tested until the fetal ECG was recognized in one of the separated sources output. The proposed method shows fast and good performance. © 2017 SPIE.eng
dc.description.sponsorshipMedical Image Computing and Computer Assisted Intervention (MICCAI);SIPAIM Foundation;Universidad Nacional de Colombia;Universidad Nacional de Colombia, Direccion de Relaciones Exteriores
dc.format.mediumRecurso electrónico
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherSPIE
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.sourcehttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85038431554&doi=10.1117%2f12.2285962&partnerID=40&md5=135787b2482c707280503ebee7013e49
dc.sourceScopus2-s2.0-85038431554
dc.titleFetal ECG extraction using independent component analysis by Jade approach
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datacite.rightshttp://purl.org/coar/access_right/c_16ec
oaire.resourceTypehttp://purl.org/coar/resource_type/c_c94f
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
dc.source.event13th International Conference on Medical Information Processing and Analysis, SIPAIM 2017
dc.type.driverinfo:eu-repo/semantics/conferenceObject
dc.type.hasversioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.1117/12.2285962
dc.subject.keywordsBioengineering
dc.subject.keywordsFetal ECG
dc.subject.keywordsIndependent component analysis
dc.subject.keywordsSignal processing
dc.subject.keywordsBioinformatics
dc.subject.keywordsElectrocardiography
dc.subject.keywordsHigh pass filters
dc.subject.keywordsIndependent component analysis
dc.subject.keywordsSignal processing
dc.subject.keywordsSilicate minerals
dc.subject.keywordsSystems science
dc.subject.keywordsAbnormal conditions
dc.subject.keywordsComputational costs
dc.subject.keywordsFetal ECG
dc.subject.keywordsFetal ecg extractions
dc.subject.keywordsJoint approximate diagonalization of eigen-matrices
dc.subject.keywordsLow-Frequency Noise
dc.subject.keywordsBiomedical signal processing
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.rights.ccAtribución-NoComercial 4.0 Internacional
dc.identifier.instnameUniversidad Tecnológica de Bolívar
dc.identifier.reponameRepositorio UTB
dc.relation.conferencedate5 October 2017 through 7 October 2017
dc.type.spaConferencia
dc.identifier.orcid56520286300
dc.identifier.orcid57210822856
dc.identifier.orcid57199861860
dc.identifier.orcid55985160800


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Universidad Tecnológica de Bolívar - 2017 Institución de Educación Superior sujeta a inspección y vigilancia por el Ministerio de Educación Nacional. Resolución No 961 del 26 de octubre de 1970 a través de la cual la Gobernación de Bolívar otorga la Personería Jurídica a la Universidad Tecnológica de Bolívar.