APPLICATION OF NEAR-INFRARED SPECTROSCOPY FOR NONINVASIVE DETERMINATION OF BLOOD-TISSUE GLUCOSE USING NEURAL NETWORKS

被引：46
|
作者：
JAGEMANN, KU [1 ]
FISCHBACHER, C [1 ]
MULLER, UA [1 ]
MERTES, B [1 ]
机构：
[1] UNIV JENA, INNERE MED KLIN, D-07747 JENA, GERMANY
来源：
ZEITSCHRIFT FUR PHYSIKALISCHE CHEMIE-INTERNATIONAL JOURNAL OF RESEARCH IN PHYSICAL CHEMISTRY & CHEMICAL PHYSICS | 1995年 / 191卷
关键词：
NIR SPECTROSCOPY; GLUCOSE DETERMINATION; NEURAL NETWORKS; MULTIVARIATE CALIBRATION;
D O I：
10.1524/zpch.1995.191.Part_2.179
中图分类号：
O64 [物理化学（理论化学）、化学物理学];
学科分类号：
070304 ; 081704 ;
摘要：
NIR spectroscopy was used for the non-invasive determination of blood glucose for different test persons. For this purpose spectra were obtained using a spectrometer with Fibre-optical measuring-head scanning from 900 nm to 1200 nm. The results of different methods of multivariate calibration are presented and discussed.
引用
收藏
页码：179 / 190
页数：12
相关论文
共 50 条
  • [21] A PRACTICAL NONINVASIVE BLOOD GLUCOSE MEASUREMENT SYSTEM USING NEAR-INFRARED SENSORS
    Taghizadeh-Behbahani, Reza
    Boostani, Reza
    Yazdi, Mehran
    BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2021, 33 (05):
  • [22] Noninvasive blood glucose sensing by near-infrared spectroscopy based on PLSR combines SAE deep neural network approach
    Han, Guang
    Chen, Siqi
    Wang, Xiaoyan
    Wang, Jinhai
    Wang, Huiquan
    Zhao, Zhe
    INFRARED PHYSICS & TECHNOLOGY, 2021, 113
  • [23] Scattering and absorption effects in the determination of glucose in whole blood by near-infrared spectroscopy
    Amerov, AK
    Chen, J
    Small, GW
    Arnold, MA
    ANALYTICAL CHEMISTRY, 2005, 77 (14) : 4587 - 4594
  • [24] A Noninvasive Blood Glucose Measurement System by Arduino and Near-infrared
    Zheng, Tuhong
    Li, Weixi
    Liu, Yuwei
    Ling, Bingo Wing-Kuen
    2016 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-CHINA (ICCE-CHINA), 2016,
  • [25] Near-Infrared Spectroscopy Characteristics of Glucose in Tissue Phantom
    Huang Shan
    Zhu Shuyuan
    Zhao Mengmeng
    Feng Jihong
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (15)
  • [26] Application of Partial Robust M-Regression in Noninvasive Measurement of Human Blood Glucose Concentration with Near-Infrared Spectroscopy
    Li Qing-bo
    Yan Hou-lai
    Li Li-na
    Wu Jin-guang
    Zhang Guang-jun
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2010, 30 (08) : 2115 - 2119
  • [27] GLUCOSE DETECTION IN BLOOD USING NEAR-INFRARED SPECTROSCOPY: SIGNIFICANT WAVELENGTH FOR GLUCOSE DETECTION
    Abd Rahima, Intan Maisarah
    Rahim, Herlina Abdul
    Ghazali, Rashidah
    Ismail, Ruhaizan
    Omar, Julia
    JURNAL TEKNOLOGI-SCIENCES & ENGINEERING, 2016, 78 (7-4): : 85 - 91
  • [28] NONINVASIVE BIOSENSING WITH NEAR-INFRARED SPECTROSCOPY
    ARNOLD, M
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1992, 204 : 99 - ANYL
  • [29] Noninvasive Measurement of Glucose in Artificial Plasma with Near-Infrared and Raman Spectroscopy
    Xue, Jintao
    Chen, Han
    Xiong, Dongmei
    Huang, Guo
    Ai, Hong
    Liang, Yan
    Yan, Xinyu
    Gan, Yuan
    Chen, Cong
    Chao, Ruobing
    Ye, Liming
    APPLIED SPECTROSCOPY, 2014, 68 (04) : 428 - 433
  • [30] Noninvasive Blood Glucose Monitoring Systems Using Near-Infrared Technology-A Review
    Hina, Aminah
    Saadeh, Wala
    SENSORS, 2022, 22 (13)
12345