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Conference Paper: Quantifying organization during atrial fibrillation based on order statistics correlation coefficient

TitleQuantifying organization during atrial fibrillation based on order statistics correlation coefficient
Authors
KeywordsAtrial fibrillation
Atrial flutter
Frobenius norm
Order statistics correlation coefficient
Organization index
Pearson's product-moment correlation coefficient
Three-way ROC
Volume under surface
Issue Date2008
Citation
5Th Int. Conference On Information Technology And Applications In Biomedicine, Itab 2008 In Conjunction With 2Nd Int. Symposium And Summer School On Biomedical And Health Engineering, Is3bhe 2008, 2008, p. 366-369 How to Cite?
AbstractAtrial fibrillation (AF) is a type of abnormal heart rhythm exhibiting rapid and irregular patterns. Quantifying the extent of organization (regularity) is of great clinical importance for assessing the effectiveness of antiarrhythmic drugs as well as AF detection. In this paper we propose an organization index (OIx) that quantifies AF organization based on the order statistics correlation coefficient (OSCC) previously developed by the present authors. For comparison, we also construct another similar index (OIp) based on the classical Pearson's product-moment correlation coefficient (PPMCC). Statistical evidences suggest that (a) OIx is capable of distinguishing fibrillatory rhythms (AF) from nonfibrillatory rhythms, such as Atrial flutter (AFL); (b) OIx can reflect the effectiveness of adenosine, a drug commonly used during electrophysiological procedures; and (c) OIx performs better than OIp. © 2008 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/99785
References

 

DC FieldValueLanguage
dc.contributor.authorXu, Wen_HK
dc.contributor.authorChang, Cen_HK
dc.contributor.authorHung, YSen_HK
dc.contributor.authorFung, PCWen_HK
dc.date.accessioned2010-09-25T18:44:06Z-
dc.date.available2010-09-25T18:44:06Z-
dc.date.issued2008en_HK
dc.identifier.citation5Th Int. Conference On Information Technology And Applications In Biomedicine, Itab 2008 In Conjunction With 2Nd Int. Symposium And Summer School On Biomedical And Health Engineering, Is3bhe 2008, 2008, p. 366-369en_HK
dc.identifier.urihttp://hdl.handle.net/10722/99785-
dc.description.abstractAtrial fibrillation (AF) is a type of abnormal heart rhythm exhibiting rapid and irregular patterns. Quantifying the extent of organization (regularity) is of great clinical importance for assessing the effectiveness of antiarrhythmic drugs as well as AF detection. In this paper we propose an organization index (OIx) that quantifies AF organization based on the order statistics correlation coefficient (OSCC) previously developed by the present authors. For comparison, we also construct another similar index (OIp) based on the classical Pearson's product-moment correlation coefficient (PPMCC). Statistical evidences suggest that (a) OIx is capable of distinguishing fibrillatory rhythms (AF) from nonfibrillatory rhythms, such as Atrial flutter (AFL); (b) OIx can reflect the effectiveness of adenosine, a drug commonly used during electrophysiological procedures; and (c) OIx performs better than OIp. © 2008 IEEE.en_HK
dc.languageengen_HK
dc.relation.ispartof5th Int. Conference on Information Technology and Applications in Biomedicine, ITAB 2008 in conjunction with 2nd Int. Symposium and Summer School on Biomedical and Health Engineering, IS3BHE 2008en_HK
dc.subjectAtrial fibrillationen_HK
dc.subjectAtrial flutteren_HK
dc.subjectFrobenius normen_HK
dc.subjectOrder statistics correlation coefficienten_HK
dc.subjectOrganization indexen_HK
dc.subjectPearson's product-moment correlation coefficienten_HK
dc.subjectThree-way ROCen_HK
dc.subjectVolume under surfaceen_HK
dc.titleQuantifying organization during atrial fibrillation based on order statistics correlation coefficienten_HK
dc.typeConference_Paperen_HK
dc.identifier.emailXu, W: wcxu@eee.hku.hken_HK
dc.identifier.emailChang, C: cqchang@eee.hku.hken_HK
dc.identifier.emailHung, YS: yshung@hkucc.hku.hken_HK
dc.identifier.authorityXu, W=rp00198en_HK
dc.identifier.authorityChang, C=rp00095en_HK
dc.identifier.authorityHung, YS=rp00220en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/ITAB.2008.4570648en_HK
dc.identifier.scopuseid_2-s2.0-52149092516en_HK
dc.identifier.hkuros145522en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-52149092516&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.spage366en_HK
dc.identifier.epage369en_HK
dc.identifier.scopusauthoridXu, W=7404428876en_HK
dc.identifier.scopusauthoridChang, C=7407033052en_HK
dc.identifier.scopusauthoridHung, YS=8091656200en_HK
dc.identifier.scopusauthoridFung, PCW=7101613315en_HK

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