Show simple item record

dc.contributor.authorREILLY, RICHARD
dc.date.accessioned2008-08-25T13:16:46Z
dc.date.available2008-08-25T13:16:46Z
dc.date.created24-27 Sept.en
dc.date.issued2000
dc.date.submitted2000en
dc.identifier.citationO'Dwyer, M.; deChazal, P.; and Reilly, R. B., 'Beat classification for use in arrhythmia analysis' in Proceedings of the Computer in Cardiology 2000 Conference, Boston, 24-27 Sept., IEEE, 2000, pp 395 - 398.en
dc.identifier.issn52258
dc.identifier.otherY
dc.identifier.otherYen
dc.identifier.urihttp://hdl.handle.net/2262/20979
dc.descriptionPUBLISHEDen
dc.description.abstractAn important step in the classification of arrhythmias is beat classification. The aim of this work is to classify the beats in the MIT-BIH Arrhythmia database and to investigate pertinent features for beat classification. A comparison is made of the classification performance using features obtained after three different processing tasks on the electrocardiogram. QRS detection, QRS onset/offset detection and P wave onset detection. Linear discriminants and quadratic discriminants were employed to model the classifier. The best classification performance of 82% was achieved by employing the QRS width as an input feature to the linear discriminant classifieren
dc.format.extent395en
dc.format.extent398en
dc.format.extent421538 bytes
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.publisherIEEEen
dc.rightsYen
dc.subjectarrhythmiasen
dc.titleBeat classification for use in arrhythmia analysisen
dc.typeConference Paperen
dc.type.supercollectionscholarly_publicationsen
dc.type.supercollectionrefereed_publicationsen
dc.identifier.peoplefinderurlhttp://people.tcd.ie/reillyri
dc.identifier.rssurihttp://ieeexplore.ieee.org/iel5/7213/19426/00898540.pdf?tp=&isnumber=&arnumber=898540


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record