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Heartbeat classification for detecting arrhythmia using normalized beat morphology features
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| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Park, Juyoung | - |
| dc.contributor.author | Kang, Mingon | - |
| dc.contributor.author | Kim, Younghoon | - |
| dc.contributor.author | Kang, Kyungtae | - |
| dc.date.accessioned | 2021-06-22T21:43:53Z | - |
| dc.date.available | 2021-06-22T21:43:53Z | - |
| dc.date.issued | 2015-11 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/20634 | - |
| dc.description.abstract | We propose a method of arrhythmia detection based on beat morphology, which offers a new set of features for heartbeat classification. This can be performed by nearest-neighbor search, which we applied to heartbeats from the MIT-BIH arrhythmia database. Our classifier achieved an overall accuracy of 98.18% on 103,923 heartbeats. © 2015 IEEE. | - |
| dc.format.extent | 2 | - |
| dc.language | 영어 | - |
| dc.language.iso | ENG | - |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
| dc.title | Heartbeat classification for detecting arrhythmia using normalized beat morphology features | - |
| dc.type | Article | - |
| dc.publisher.location | 미국 | - |
| dc.identifier.doi | 10.1109/BIBM.2015.7359947 | - |
| dc.identifier.scopusid | 2-s2.0-84962467484 | - |
| dc.identifier.wosid | 000377335600306 | - |
| dc.identifier.bibliographicCitation | Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, pp 1743 - 1744 | - |
| dc.citation.title | Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015 | - |
| dc.citation.startPage | 1743 | - |
| dc.citation.endPage | 1744 | - |
| dc.type.docType | Conference Paper | - |
| dc.description.isOpenAccess | N | - |
| dc.description.journalRegisteredClass | other | - |
| dc.relation.journalResearchArea | Computer Science | - |
| dc.relation.journalResearchArea | Mathematical & Computational Biology | - |
| dc.relation.journalWebOfScienceCategory | Computer Science, Interdisciplinary Applications | - |
| dc.relation.journalWebOfScienceCategory | Mathematical & Computational Biology | - |
| dc.subject.keywordPlus | Bioinformatics | - |
| dc.subject.keywordPlus | Diseases | - |
| dc.subject.keywordPlus | Electrocardiography | - |
| dc.subject.keywordPlus | Morphology | - |
| dc.subject.keywordPlus | Nearest neighbor search | - |
| dc.subject.keywordPlus | Arrhythmia detection | - |
| dc.subject.keywordPlus | Heartbeat classifications | - |
| dc.subject.keywordPlus | Overall accuracies | - |
| dc.subject.keywordPlus | Feature extraction | - |
| dc.subject.keywordAuthor | beat morphology | - |
| dc.subject.keywordAuthor | ECG | - |
| dc.subject.keywordAuthor | heartbeat classification | - |
| dc.identifier.url | https://ieeexplore.ieee.org/document/7359947 | - |
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Related Researcher
- Kang, Kyung tae
- ERICA 소프트웨어융합대학 (DEPARTMENT OF ARTIFICIAL INTELLIGENCE)