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| Presentation | 2012-03-14 13:20 Development of automatic detection technique for sleep bruxism using EMG waveform Hisaya Ishii, Takeshi Namita, Taihiko Yamaguchi, Miku Saito (Hokkaido Univ.), Eiji Shibuya (Erumunomori Medical Clinic), Koichi Shimizu (Hokkaido Univ.)  MBE2011-114 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | To investigate the relevance between the sleep apnea and the sleep bruxism (SB), we devised an algorithm to detect the occurrence of SB in the EMG of masseter muscle. EMG waveforms of SB were extracted based on the temporal change of the degree of concentration (DC) of the first expansion coefficient calculated in the optimal orthogonal transform. Clinical data of eight subjects were processed with this technique. The results were compared with those obtained by visual observation of medical specialists. The sensitivity and the specificity were 79.5% and 89.3% respectively, and the effectiveness of the proposed technique was verified. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Sleep bruxism / Sleep apnea syndrome / EMG waveform processing / The optimal orthogonal transform / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 482, MBE2011-114, pp. 31-36, March 2012. | |
| Paper # | MBE2011-114 | |
| Date of Issue | 2012-03-07 (MBE) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | MBE2011-114 |
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| Conference Information | |
| Committee | MBE NC |
| Conference Date | 2012-03-14 - 2012-03-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tamagawa University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | MBE |
| Conference Code | 2012-03-MBE-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of automatic detection technique for sleep bruxism using EMG waveform |
| Sub Title (in English) | |
| Keyword(1) | Sleep bruxism |
| Keyword(2) | Sleep apnea syndrome |
| Keyword(3) | EMG waveform processing |
| Keyword(4) | The optimal orthogonal transform |
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| 1st Author's Name | Hisaya Ishii |
| 1st Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name | Takeshi Namita |
| 2nd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name | Taihiko Yamaguchi |
| 3rd Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name | Miku Saito |
| 4th Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
| 5th Author's Name | Eiji Shibuya |
| 5th Author's Affiliation | Erumunomori Medical Clinic (Erumunomori Medical Clinic) |
| 6th Author's Name | Koichi Shimizu |
| 6th Author's Affiliation | Hokkaido University (Hokkaido Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-03-14 13:20:00 |
| Presentation Time | 25 minutes |
| Registration for | MBE |
| Paper # | MBE2011-114 |
| Volume (vol) | vol.111 |
| Number (no) | no.482 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2012-03-07 (MBE) |
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