Development of a near-infrared spectroscopic system for monitoring urine glucose level for the use of long-term home healthcare

被引:1
|
作者
Tanaka, Shinobu [1 ]
Hayakawa, Yuuto [1 ]
Ogawa, Mitsuhiro [1 ]
Yamakoshi, Ken-ichi [1 ]
机构
[1] Kanazawa Univ, Grad Sch Nat Sci & Technol, Kanazawa, Ishikawa 9201192, Japan
关键词
urine glucose level; near-infrared spectroscopy; chemometrics; PLS method; home healthcare;
D O I
10.1117/12.886007
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
We have been developing a new technique for measuring urine glucose concentration using near infrared spectroscopy (NIRS) in conjunction with the Partial Least Square (PLS) method. In the previous study, we reported some results of preliminary experiments for assessing feasibility of this method using a FT-IR spectrometer. In this study, considering practicability of the system, a flow-through cell with the optical path length of 10 mm was newly introduced. Accuracy of the system was verified by the preliminary experiments using urine samples. From the results obtained, it was clearly demonstrated that the present method had a capability of predicting individual urine glucose level with reasonable accuracy (the minimum value of standard error of prediction: SEP = 22.3 mg/dl) and appeared to be a useful means for long-term home health care. However, mean value of SEP obtained by the urine samples from ten subjects was not satisfactorily low (53.7 mg/dl). For improving the accuracy, (1) mechanical stability of the optical system should be improved, (2) the method for normalizing the spectrum should be reconsidered, and (3) the number of subject should be increased.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Carbon dots for long-term near-infrared afterglow imaging and photodynamic therapy
    Li, Zixuan
    Pei, Qing
    Zheng, Yonghui
    Xie, Zhigang
    Zheng, Min
    CHEMICAL ENGINEERING JOURNAL, 2023, 467
  • [22] Development of the telemetry system for the long-term borehole monitoring system
    Namba, Y.
    Ito, H.
    Kyo, K.
    Kato, K.
    Sugiyama, H.
    OCEANS 2008 - MTS/IEEE KOBE TECHNO-OCEAN, VOLS 1-3, 2008, : 318 - +
  • [23] Development of a fully automated network system for long-term health-care monitoring at home
    Motoi, K.
    Kubota, S.
    Ikarashi, A.
    Nogawa, M.
    Tanaka, S.
    Nemoto, T.
    Yamakoshi, K.
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 1826 - +
  • [24] Far-Red/Near-Infrared Conjugated Polymer Nanoparticles for Long-Term In Situ Monitoring of Liver Tumor Growth
    Liu, Jie
    Li, Kai
    Liu, Bin
    ADVANCED SCIENCE, 2015, 2 (05)
  • [25] Non-invasive blood glucose monitoring by means of near infrared spectroscopy:: investigation of long-term accuracy and stability
    Sämann, A
    Fischbacher, C
    Jagemann, KU
    Danzer, K
    Schüler, J
    Papenkordt, L
    Müller, UA
    EXPERIMENTAL AND CLINICAL ENDOCRINOLOGY & DIABETES, 2000, 108 (06) : 406 - 413
  • [26] Advancing Patient Care: Innovative Use of Near-Infrared Spectroscopy for Monitoring Urine Volume in Neurogenic Bladder
    Kang, Byeong-Il
    Kim, Aram
    Kim, Sehwan
    INTERNATIONAL NEUROUROLOGY JOURNAL, 2023, 27 : S27 - S33
  • [27] Long-term histological comparison between near-infrared irradiated skin and scar tissues
    Tanaka, Yohei
    Matsuo, Kiyoshi
    Yuzuriha, Shunsuke
    CLINICAL COSMETIC AND INVESTIGATIONAL DERMATOLOGY, 2010, 3 : 143 - 149
  • [28] Non-invasive Self Monitoring of Blood Glucose System Using Near-infrared Spectroscopy
    Yoshinari, Hiroki
    Ishizawa, Hiroaki
    Fukuda, Masaya
    Tokutake, Shota
    Koyama, Shouhei
    Miyauchi, Yuki
    2012 PROCEEDINGS OF SICE ANNUAL CONFERENCE (SICE), 2012, : 1852 - 1854
  • [29] Employing near-infrared spectroscopic methods and analysis for fermentation monitoring and control - Part 1, method development
    Arnold, SA
    Harvey, LM
    McNeil, B
    Hall, JW
    BIOPHARM INTERNATIONAL-THE APPLIED TECHNOLOGIES OF BIOPHARMACEUTICAL DEVELOPMENT, 2002, 15 (11): : 26 - +
  • [30] The Long-Term Impact of a Flash Glucose Monitoring System on Glycemic Control
    Fujiya, Atsushi
    Kiyose, Toshiki
    Shibata, Taiga
    Sobajima, Hiroshi
    DIABETES, 2019, 68