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  1. 050 医学部, 大学院医学系研究科
  2. 0501 学術論文

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/10091/00021606
7513af97-7e04-414f-adea-0ecc642218a9
名前 / ファイル ライセンス アクション
15K01281_04.pdf 15K01281_04.pdf (3.9 MB)
Item type 学術雑誌論文 / Journal Article(1)
公開日 2019-09-09
タイトル
言語 en
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
キーワード
主題Scheme Other
主題 fiber Bragg grating
キーワード
主題Scheme Other
主題 pulse wave signal
キーワード
主題Scheme Other
主題 blood glucose level
キーワード
主題Scheme Other
主題 non-invasive measurement
キーワード
主題Scheme Other
主題 partial least squares regression
キーワード
主題Scheme Other
主題 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

WEKO 108355

en Kurasawa, Shintaro

Search repository
Koyama, Shouhei

× Koyama, Shouhei

WEKO 108356

en Koyama, Shouhei

Search repository
Ishizawa, Hiroaki

× Ishizawa, Hiroaki

WEKO 108357

en Ishizawa, Hiroaki

Search repository
Fujimoto, Keisaku

× Fujimoto, Keisaku

WEKO 108358

en Fujimoto, Keisaku

Search repository
Chino, Shun

× Chino, Shun

WEKO 108359

en Chino, Shun

Search repository
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
内容記述タイプ Other
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
抄録
内容記述タイプ Abstract
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)
内容記述タイプ Other
内容記述 Article
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
DOI
識別子タイプ DOI
関連識別子 https://doi.org/10.3390/s17122702
関連名称 10.3390/s17122702
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
表示名 Web of Science
URL http://gateway.isiknowledge.com/gateway/Gateway.cgi?&GWVersion=2&SrcAuth=ShinshuUniv&SrcApp=ShinshuUniv&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000423285800002
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