| Presentation | 2020-02-14 Estimation of Target Plasma Concentration of Propofol by Decision Tree Learning and Polynomial Modeling Kei Ten, Eisaka Toshio, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
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| Paper # | AI2019-45 |
| Date of Issue | 2020-02-07 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2020/2/14(1days) |
| 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. |
| Chair | Naoki Fukuta(Shizuoka Univ.) |
| Vice Chair | Yuichi Sei(Univ. of Electro-Comm.) / Yuko Sakurai(AIST) |
| Secretary | Yuichi Sei(Osaka Univ.) / Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) |
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| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| 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.) |
| Date | 2020-02-14 |
| Paper # | AI2019-45 |
| Volume (vol) | vol.119 |
| Number (no) | AI-413 |
| Page | pp.pp.15-16(AI), |
| #Pages | 2 |
| Date of Issue | 2020-02-07 (AI) |