| Presentation | 2018-01-26 Development of the detection algorithm of R-peak and PVC-beat in ECG based on multiple automata recognizers David Pang, Tomohiko Igasaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | e have been developing the detection algorithm of R peaks in electrocardiogram based on automata. However, there are limitations in using the same method to detect the arrhythmic beat. In this study, we present multiple automata recognizer in the combination of syntactical and statistical approach to extend the capability of the method to be able to detect the premature ventricular contraction beats in ECG as well. As results, we could obtain a better positive predictive value, detection error rate, and accuracy with the comparison to other methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | electrocardiogram (ECG) / premature ventricular contraction (PVC) / normal sinus rhythm (NSR) / automata recognizer |
| Paper # | MBE2017-68 |
| Date of Issue | 2018-01-19 (MBE) |
| Conference Information | |
| Committee | MBE / NC / NLP |
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| Conference Date | 2018/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
| Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) / Masaharu Adachi(Tokyo Denki Univ.) |
| Vice Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) / Norikazu Takahashi(Okayama Univ.) |
| Secretary | Masaki Kyoso(Toyama Pref. Univ.) / Yutaka Hirata(Kindai Univ.) / Norikazu Takahashi(Tokyo Inst. of Tech.) |
| Assistant | Kim Juhyon(Univ. of Toyama) / Takumi Kobayashi(YNU) / Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Masayuki Kimura(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing / Technical Committee on Nonlinear Problems |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of the detection algorithm of R-peak and PVC-beat in ECG based on multiple automata recognizers |
| Sub Title (in English) | |
| Keyword(1) | electrocardiogram (ECG) |
| Keyword(2) | premature ventricular contraction (PVC) |
| Keyword(3) | normal sinus rhythm (NSR) |
| Keyword(4) | automata recognizer |
| 1st Author's Name | David Pang |
| 1st Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 2nd Author's Name | Tomohiko Igasaki |
| 2nd Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| Date | 2018-01-26 |
| Paper # | MBE2017-68 |
| Volume (vol) | vol.117 |
| Number (no) | MBE-416 |
| Page | pp.pp.13-17(MBE), |
| #Pages | 5 |
| Date of Issue | 2018-01-19 (MBE) |