| Presentation | 2018-11-22 Accuracy assessment of REM sleep detection with variation in pulse rate Tatsuro Fujie, Munenori Tagawa, Hideo Nakamura, Koichi Umimoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this study is to examine and discuss the method for rapid eye movement (REM) sleep by means of pulse rate variation (PRV) and Kullback-Leibler divergence (KLD) in eight young male subjects. As a result, from PRV showed a concordance of 58.1 ± 13.4% and KLD showed a concordance of 80.1 ± 10.4%. Our results show that the KLD-based REM sleep estimation has the ability to detect REM sleep briefly. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | REM Sleep / Pulse rate variation / Kullback-Leibler divergence / Polysomnography |
| Paper # | MBE2018-36 |
| Date of Issue | 2018-11-15 (MBE) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2018/11/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) |
| Vice Chair | Taishin Nomura(Osaka Univ.) / Hayaru Shouno(UEC) |
| Secretary | Taishin Nomura(Kindai Univ.) / Hayaru Shouno(Nagoya Univ.) |
| Assistant | Takumi Kobayashi(YNU) / Ｙａｓｕｙｕｋｉ Ｓｕｚｕｋｉ(Osaka Univ.) / Keiichiro Inagaki(Chubu Univ.) / Takashi Shinozaki(NICT) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Accuracy assessment of REM sleep detection with variation in pulse rate |
| Sub Title (in English) | |
| Keyword(1) | REM Sleep |
| Keyword(2) | Pulse rate variation |
| Keyword(3) | Kullback-Leibler divergence |
| Keyword(4) | Polysomnography |
| 1st Author's Name | Tatsuro Fujie |
| 1st Author's Affiliation | Osaka electro-commnication univesity(OECU) |
| 2nd Author's Name | Munenori Tagawa |
| 2nd Author's Affiliation | Osaka electro-commnication univesity(OECU) |
| 3rd Author's Name | Hideo Nakamura |
| 3rd Author's Affiliation | Osaka electro-commnication univesity(OECU) |
| 4th Author's Name | Koichi Umimoto |
| 4th Author's Affiliation | Osaka electro-commnication univesity(OECU) |
| Date | 2018-11-22 |
| Paper # | MBE2018-36 |
| Volume (vol) | vol.118 |
| Number (no) | MBE-321 |
| Page | pp.pp.1-6(MBE), |
| #Pages | 6 |
| Date of Issue | 2018-11-15 (MBE) |