DC Field | Value | Language |
---|---|---|
dc.contributor.author | Jun, Tae Joon | ko |
dc.contributor.author | Park, Hyun Ji | ko |
dc.contributor.author | Yoo, Hyuk | ko |
dc.contributor.author | Kim, Young-Hak | ko |
dc.contributor.author | Kim, Daeyoung | ko |
dc.date.accessioned | 2023-09-25T08:00:20Z | - |
dc.date.available | 2023-09-25T08:00:20Z | - |
dc.date.created | 2023-09-25 | - |
dc.date.issued | 2016-08 | - |
dc.identifier.citation | 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016, pp.5327 - 5330 | - |
dc.identifier.issn | 1557-170X | - |
dc.identifier.uri | http://hdl.handle.net/10203/312912 | - |
dc.description.abstract | In this paper, we propose an GPU based Cloud system for high-performance arrhythmia detection. Pan-Tompkins algorithm is used for QRS detection and we optimized beat classification algorithm with K-Nearest Neighbor (K-NN). To support high performance beat classification on the system, we parallelized beat classification algorithm with CUDA to execute the algorithm on virtualized GPU devices on the Cloud system. MIT-BIH Arrhythmia database is used for validation of the algorithm. The system achieved about 93.5% of detection rate which is comparable to previous researches while our algorithm shows 2.5 times faster execution time compared to CPU only detection algorithm. | - |
dc.language | English | - |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | - |
dc.title | GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm | - |
dc.type | Conference | - |
dc.identifier.wosid | 000399823505165 | - |
dc.identifier.scopusid | 2-s2.0-85009074984 | - |
dc.type.rims | CONF | - |
dc.citation.beginningpage | 5327 | - |
dc.citation.endingpage | 5330 | - |
dc.citation.publicationname | 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016 | - |
dc.identifier.conferencecountry | US | - |
dc.identifier.conferencelocation | Orlando, FL | - |
dc.identifier.doi | 10.1109/EMBC.2016.7591930 | - |
dc.contributor.localauthor | Kim, Daeyoung | - |
dc.contributor.nonIdAuthor | Park, Hyun Ji | - |
dc.contributor.nonIdAuthor | Yoo, Hyuk | - |
dc.contributor.nonIdAuthor | Kim, Young-Hak | - |
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