Optical wavelength selection for portable hemoglobin determination by near-infrared spectroscopy method

被引:16
作者
Tian, Han [1 ,2 ]
Li, Ming [1 ]
Wang, Yue [2 ]
Sheng, Dinggao [2 ]
Liu, Jun [2 ]
Zhang, Linna [3 ]
机构
[1] China Univ Min & Technol, Sch Informat & Control Engn, Xuzhou 221116, Peoples R China
[2] Huai An Vocat Coll Informat Technol, Huaian 223003, Peoples R China
[3] Huaiyin Inst Technol, Huaian 223003, Peoples R China
关键词
Hemoglobin concentration determination; Optical wavelength selection; Near infrared spectroscopy method; Whole blood; LEAST-SQUARES REGRESSION; SPECTRAL-ANALYSIS; BLOOD;
D O I
10.1016/j.infrared.2017.09.004
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Hemoglobin concentration is commonly used in clinical medicine to diagnose anemia, identify bleeding, and manage red blood cell transfusions. The golden standard method for determining hemoglobin concentration in blood requires reagent. Spectral methods were advantageous at fast and non-reagent measurement. However, model calibration with full spectrum is time-consuming. Moreover, it is necessary to use a few variables considering size and cost of instrumentation, especially for a portable biomedical instrument. This study presents different wavelength selection methods for optical wavelengths for total hemoglobin concentration determination in whole blood. The results showed that modelling using only two wavelengths combination (1143 nm, 1298 nm) can keep on the fine predictability with full spectrum. It appears that the proper selection of optical wavelengths can be more effective than using the whole spectra for determination hemoglobin in whole blood. We also discussed the influence of water absorptivity on the wavelength selection. This research provides valuable references for designing portable NIR instruments determining hemoglobin concentration, and may provide some experience for non-invasive hemoglobin measurement by NIR methods. (C) 2017 Published by Elsevier B.V.
引用
收藏
页码:98 / 102
页数:5
相关论文
共 24 条
  • [11] Kuenstner J. T., 1994, Journal of Near Infrared Spectroscopy, V2, P59, DOI [10.1255/jnirs.32, DOI 10.1255/JNIRS.32]
  • [12] MEASUREMENT OF HEMOGLOBIN IN UNLYSED BLOOD BY NEAR-INFRARED SPECTROSCOPY
    KUENSTNER, JT
    NORRIS, KH
    MCCARTHY, WF
    [J]. APPLIED SPECTROSCOPY, 1994, 48 (04) : 484 - 488
  • [13] Kuenstner JT, 1997, BIOSPECTROSCOPY, V3, P225
  • [14] Effect of Different Distribution of Components Concentration on the Accuracy of Quantitative Spectral Analysis
    Li Gang
    Zhao Zhe
    Wang Hui-quan
    Lin Ling
    Zhang Bao-ju
    Wu Xiao-rong
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2012, 32 (07) : 1905 - 1908
  • [15] A Weak Signal Extraction Method for Human Blood Glucose Noninvasive Measurement using Near Infrared Spectroscopy
    Li, Li-Na
    Li, Qing-Bo
    Zhang, Guang-Jun
    [J]. JOURNAL OF INFRARED MILLIMETER AND TERAHERTZ WAVES, 2009, 30 (11) : 1191 - 1204
  • [16] Noninvasive optical, electrical, and acoustic methods of total hemoglobin determination
    McMurdy, John W.
    Jay, Gregory D.
    Suner, Selim
    Crawford, Gregory
    [J]. CLINICAL CHEMISTRY, 2008, 54 (02) : 264 - 272
  • [17] Hemoglobin determination with paired emitter detector diode
    Mieczkowska, Elzbieta
    Koncki, Robert
    Tymecki, Lukasz
    [J]. ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2011, 399 (09) : 3293 - 3297
  • [18] The application of multiple linear regression to the measurement of the median particle size of drugs and pharmaceutical excipients by near-infrared spectroscopy
    O'Neil, AJ
    Jee, RD
    Moffat, AC
    [J]. ANALYST, 1998, 123 (11) : 2297 - 2302
  • [19] Selection Method of Quasi-Continuous Wavelength Combination with Applications to the Near-Infrared Spectroscopic Analysis of Soil Organic Matter
    Pan, Tao
    Li, Minmiao
    Chen, Jiemei
    [J]. APPLIED SPECTROSCOPY, 2014, 68 (03) : 263 - 271
  • [20] Determination of hemoglobin levels in the finger using near infrared spectroscopy
    Rendell, M
    Anderson, E
    Schlueter, W
    Mailliard, J
    Honigs, D
    Rosenthal, R
    [J]. CLINICAL AND LABORATORY HAEMATOLOGY, 2003, 25 (02): : 93 - 97