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Verification of Non-Invasive Blood Glucose Measurement Method Based on Pulse Wave Signal Detected by FBG Sensor System
http://hdl.handle.net/10091/00021606
http://hdl.handle.net/10091/000216067513af97-7e04-414f-adea-0ecc642218a9
| 名前 / ファイル | ライセンス | アクション |
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15K01281_04.pdf (3.9 MB)
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| Item type | 学術雑誌論文 / Journal Article(1) | |||||||||||||||
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| 公開日 | 2019-09-09 | |||||||||||||||
| タイトル | ||||||||||||||||
| タイトル | Verification of Non-Invasive Blood Glucose Measurement Method Based on Pulse Wave Signal Detected by FBG Sensor System | |||||||||||||||
| 言語 | ||||||||||||||||
| 言語 | eng | |||||||||||||||
| DOI | ||||||||||||||||
| 関連識別子 | https://doi.org/10.3390/s17122702 | |||||||||||||||
| 関連名称 | 10.3390/s17122702 | |||||||||||||||
| キーワード | ||||||||||||||||
| 主題 | fiber Bragg grating, pulse wave signal, blood glucose level, non-invasive measurement, partial least squares regression, blood flow | |||||||||||||||
| 資源タイプ | ||||||||||||||||
| 資源 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||
| タイプ | journal article | |||||||||||||||
| 著者 |
Kurasawa, Shintaro
× Kurasawa, Shintaro
× Koyama, Shouhei
× Ishizawa, Hiroaki
× Fujimoto, Keisaku
× Chino, Shun
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| 信州大学研究者総覧へのリンク | ||||||||||||||||
| 氏名 | Koyama, Shouhei | |||||||||||||||
| URL | http://soar-rd.shinshu-u.ac.jp/profile/ja.uVDFbakF.html | |||||||||||||||
| 信州大学研究者総覧へのリンク | ||||||||||||||||
| 氏名 | Ishizawa, Hiroaki | |||||||||||||||
| URL | http://soar-rd.shinshu-u.ac.jp/profile/ja.yNnhjFkV.html | |||||||||||||||
| 信州大学研究者総覧へのリンク | ||||||||||||||||
| 氏名 | Fujimoto, Keisaku | |||||||||||||||
| URL | http://soar-rd.shinshu-u.ac.jp/profile/ja.yFfaHFkh.html | |||||||||||||||
| 出版者 | ||||||||||||||||
| 出版者 | MDPI AG | |||||||||||||||
| 引用 | ||||||||||||||||
| 内容記述 | SENSORS.17(12):2702(2017) | |||||||||||||||
| 書誌情報 |
SENSORS 巻 17, 号 12, p. 2702, 発行日 2017-11-22 |
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| 抄録 | ||||||||||||||||
| 内容記述 | This paper describes and verifies a non-invasive blood glucose measurement method using a fiber Bragg grating (FBG) sensor system. The FBG sensor is installed on the radial artery, and the strain (pulse wave) that is propagated from the heartbeat is measured. The measured pulse wave signal was used as a collection of feature vectors for multivariate analysis aiming to determine the blood glucose level. The time axis of the pulse wave signal was normalized by two signal processing methods: the shortest-time-cut process and 1-s-normalization process. The measurement accuracy of the calculated blood glucose level was compared with the accuracy of these signal processing methods. It was impossible to calculate a blood glucose level exceeding 200 mg/dL in the calibration curve that was constructed by the shortest-time-cut process. In the 1-s-normalization process, the measurement accuracy of the blood glucose level was improved, and a blood glucose level exceeding 200 mg/dL could be calculated. By verifying the loading vector of each calibration curve to calculate the blood glucose level with a high measurement accuracy, we found the gradient of the peak of the pulse wave at the acceleration plethysmogram greatly affected. | |||||||||||||||
| 資源タイプ（コンテンツの種類） | ||||||||||||||||
| ISSN | ||||||||||||||||
| 収録物識別子タイプ | EISSN | |||||||||||||||
| 収録物識別子 | 1424-8220 | |||||||||||||||
| PubMed | ||||||||||||||||
| 識別子タイプ | PMID | |||||||||||||||
| 関連識別子 | https://www.ncbi.nlm.nih.gov/pubmed/29168773 | |||||||||||||||
| 関連名称 | 29168773 | |||||||||||||||
| 権利 | ||||||||||||||||
| 権利情報 | © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). | |||||||||||||||
| 出版タイプ | ||||||||||||||||
| 出版タイプ | VoR | |||||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||||
| WoS | ||||||||||||||||
| URL | http://gateway.isiknowledge.com/gateway/Gateway.cgi?&GWVersion=2&SrcAuth=ShinshuUniv&SrcApp=ShinshuUniv&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000423285800002 | |||||||||||||||
