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| Presentation | 2020-02-14 14:00 Estimation of Target Plasma Concentration of Propofol by Decision Tree Learning and Polynomial Modeling Kei Ten, Eisaka Toshio (Kitami Inst. of Tech.)  AI2019-45 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In total intravenous anesthesia surgery, an anesthetic administration system that adjusts the drug concentration in blood is useful. TCI, a typical anesthesia support system, is an open-loop control system that predicts drug concentration using a compartment model obtained from pharmacokinetics. TCI has been put to practical use and has helped to reduce the burden on anesthesiologists, but its accuracy is not sufficient, and it is essential to use it together with an EEG monitor. In this paper, we propose a new method for estimating an appropriate target sedative blood concentration from the blood pressure and heart rate of an intraoperative patient using decision tree learning and a polynomial model. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | / / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 119, no. 413, AI2019-45, pp. 15-16, Feb. 2020. | |
| Paper # | AI2019-45 | |
| Date of Issue | 2020-02-07 (AI) | |
| ISSN | 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 | AI2019-45 |
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| Conference Information | |
| Committee | AI |
| Conference Date | 2020-02-14 - 2020-02-14 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Izumo Campus, Shimane University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Socionetwork Strategies in the Market of Data VI: Cross-cultural Collaboration and Life Space Innovation, etc. |
| Paper Information | |
| Registration To | AI |
| Conference Code | 2020-02-AI |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of Target Plasma Concentration of Propofol by Decision Tree Learning and Polynomial Modeling |
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| 1st Author's Name | Kei Ten |
| 1st Author's Affiliation | Kitami Institute of Technology (Kitami Inst. of Tech.) |
| 2nd Author's Name | Eisaka Toshio |
| 2nd Author's Affiliation | Kitami Institute of Technology (Kitami Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2020-02-14 14:00:00 |
| Presentation Time | 20 minutes |
| Registration for | AI |
| Paper # | AI2019-45 |
| Volume (vol) | vol.119 |
| Number (no) | no.413 |
| Page | pp.15-16 |
| #Pages | 2 |
| Date of Issue | 2020-02-07 (AI) |
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