심박간격의 마코프 국면전환 모형화를 통한 심방세동 탐지 Detection of Atrial Fibrillation Using Markov Regime Switching Models of Heart Rate Intervals

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dc.contributor.author김희영ko
dc.contributor.author정용한ko
dc.date.accessioned2016-11-09T02:44:21Z-
dc.date.available2016-11-09T02:44:21Z-
dc.date.created2016-10-11-
dc.date.created2016-10-11-
dc.date.issued2016-08-
dc.identifier.citation대한산업공학회지, v.42, no.4, pp.290 - 295-
dc.identifier.issn1225-0988-
dc.identifier.urihttp://hdl.handle.net/10203/213546-
dc.description.abstractThis paper proposes a new method for the automatic detection of atrial fibrillation (AF), using Markov regime switching GARCH (1, 1) model. The proposed method is based on the observation that variability patterns of heart rate intervals during AF significantly differ from regular patterns. The proposed method captures the different patterns of heart rate intervals between two regimes : normal and AF states. We test the proposed method using Massachusetts Institute of Technology-Beth Israel Hospital (MIT-BIH) atrial fibrillation database, and demonstrate the effectiveness of the proposed method.-
dc.languageKorean-
dc.publisher대한산업공학회-
dc.title심박간격의 마코프 국면전환 모형화를 통한 심방세동 탐지-
dc.title.alternativeDetection of Atrial Fibrillation Using Markov Regime Switching Models of Heart Rate Intervals-
dc.typeArticle-
dc.type.rimsART-
dc.citation.volume42-
dc.citation.issue4-
dc.citation.beginningpage290-
dc.citation.endingpage295-
dc.citation.publicationname대한산업공학회지-
dc.identifier.doi10.7232/JKIIE.2016.42.4.290-
dc.identifier.kciidART002133276-
dc.contributor.localauthor김희영-
dc.contributor.nonIdAuthor정용한-
dc.subject.keywordAuthorMarkov Regime Switching GARCH(1-
dc.subject.keywordAuthor1)-
dc.subject.keywordAuthorAtrial Fibrillation-
dc.subject.keywordAuthorHeart Rate Intervals-
dc.subject.keywordAuthorVolatility Cluster-
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IE-Journal Papers(저널논문)
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