Laser & Optoelectronics Progress, Volume. 58, Issue 16, 1617001(2021)

Pretreatment and Combined Method Based on Near Infrared Spectroscopy

Zhushanying Zhang1,2,3, Hanwen Gu4, Kaiwen Xie4, He Jiang4, Qinlan Xie1,2,3、*, and Jiming Sa3,4、**
Author Affiliations
  • 1College of Biomedical Engineering, South-Central University for Nationalities, Wuhan, Hubei 430074, China
  • 2Key Laboratory of Cognitive Science, State Ethnic Affairs Commission, South-Central University for Nationalities, Wuhan, Hubei 430074, China
  • 3Hubei Key Laboratory of Medical Information Analysis and Tumor Diagnosis & Treatment, Wuhan, Hubei 430074, China;
  • 4School of Information Engineering, Wuhan University of Technology, Wuhan, Hubei 430070, China
  • show less
    References(11)

    [1] Li P, Du G R, Cai W S et al. Rapid and nondestructive analysis of pharmaceutical products using near-infrared diffuse reflectance spectroscopy[J]. Journal of Pharmaceutical and Biomedical Analysis, 70, 288-294(2012).

    [2] Rinnan Å, Berg F V D, Engelsen S B. Review of the most common pre-processing techniques for near-infrared spectra[J]. TrAC Trends in Analytical Chemistry, 28, 1201-1222(2009).

    [3] Gerretzen J, Szymańska E, Jansen J J et al. Simple and effective way for data preprocessing selection based on design of experiments[J]. Analytical Chemistry, 87, 12096-12103(2015).

    [4] Engel J, Gerretzen J, Szymańska E et al. Breaking with trends in pre-processing?[J]. TrAC Trends in Analytical Chemistry, 50, 96-106(2013).

    [5] Liu Y J, de Yu Y, Zhou X G et al. A new automatic threshold selecting criteria for spectroscopy data processing[J]. Chemometrics and Intelligent Laboratory Systems, 161, 8-14(2017).

    [6] Gerretzen J, Szymańska E, Bart J et al. Boosting model performance and interpretation by entangling preprocessing selection and variable selection[J]. Analytica Chimica Acta, 938, 44-52(2016).

    [7] Diwu P Y, Bian X H, Wang Z F et al. Study on the selection of spectral preprocessing methods[J]. Spectroscopy and Spectral Analysis, 39, 2800-2806(2019).

    [8] Zhu Z Q, Yuan H F, Song C F et al. High-speed sex identification and sorting of living silkworm pupae using near-infrared spectroscopy combined with chemometrics[J]. Sensors and Actuators B: Chemical, 268, 299-309(2018).

    [9] Qiao X X, Wang C, Feng M C et al. Hyperspectral estimation of soil organic matter based on different spectral preprocessing techniques[J]. Spectroscopy Letters, 50, 156-163(2017).

    [11] Zhu H Q, Chen J M, Yang C H et al. Spectral pretreatment method for detection of trace Cu 2+ and Co 2+ in zinc solution[J]. Acta Optica Sinica, 39, 0130001(2019).

    Tools

    Get Citation

    Copy Citation Text

    Zhushanying Zhang, Hanwen Gu, Kaiwen Xie, He Jiang, Qinlan Xie, Jiming Sa. Pretreatment and Combined Method Based on Near Infrared Spectroscopy[J]. Laser & Optoelectronics Progress, 2021, 58(16): 1617001

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Medical Optics and Biotechnology

    Received: Oct. 11, 2020

    Accepted: Dec. 10, 2020

    Published Online: Aug. 20, 2021

    The Author Email: Qinlan Xie (xieqinlan@126.com), Jiming Sa (jimingsa@whut.edu.cn)

    DOI:10.3788/LOP202158.1617001

    Topics