Improved ventricular fibrillation/tachycardia detection using NEWFM for automated external defibrillators
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Zhou, X.-Y. | - |
dc.contributor.author | Lim, J.S. | - |
dc.date.available | 2020-02-28T10:46:26Z | - |
dc.date.created | 2020-02-12 | - |
dc.date.issued | 2015 | - |
dc.identifier.issn | 2233-7849 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/11010 | - |
dc.description.abstract | Ventricular fibrillation (VF) and ventricular tachycardia (VT) are life-threatening signals. Automated external defibrillators can decrease the fatality rate if the VF/VT detection is stable and quick. This thesis proposes improved VF/VT detection. For our experiments, we use the complete Creighton University Ventricular Tachyarrhythmia Database. Samples are analyzed under the same conditions in intervals of 7 s. Based on this data, we propose a time-delay transform. Then, we extract six shockable features, three known and three new, which are used to construct our Neural Network with Weight Fuzzy Membership Functions model (NEWFM). The result is better than the phase space reconstruction algorithm. © 2015 SERSC. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Science and Engineering Research Support Society | - |
dc.relation.isPartOf | International Journal of Bio-Science and Bio-Technology | - |
dc.title | Improved ventricular fibrillation/tachycardia detection using NEWFM for automated external defibrillators | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.description.journalClass | 1 | - |
dc.identifier.doi | 10.14257/ijbsbt.2015.7.3.04 | - |
dc.identifier.bibliographicCitation | International Journal of Bio-Science and Bio-Technology, v.7, no.3, pp.33 - 42 | - |
dc.identifier.scopusid | 2-s2.0-84937002353 | - |
dc.citation.endPage | 42 | - |
dc.citation.startPage | 33 | - |
dc.citation.title | International Journal of Bio-Science and Bio-Technology | - |
dc.citation.volume | 7 | - |
dc.citation.number | 3 | - |
dc.contributor.affiliatedAuthor | Zhou, X.-Y. | - |
dc.contributor.affiliatedAuthor | Lim, J.S. | - |
dc.type.docType | Article | - |
dc.subject.keywordAuthor | NEWFM | - |
dc.subject.keywordAuthor | PSR | - |
dc.subject.keywordAuthor | Shockable detection | - |
dc.subject.keywordAuthor | TDT | - |
dc.subject.keywordAuthor | VF/ VT | - |
dc.description.journalRegisteredClass | scopus | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
1342, Seongnam-daero, Sujeong-gu, Seongnam-si, Gyeonggi-do, Republic of Korea(13120)031-750-5114
COPYRIGHT 2020 Gachon University All Rights Reserved.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.