Spectroscopy and Spectral Analysis, Volume. 41, Issue 10, 3123(2021)

Spectral Discrimination of Rabbit Liver VX2 Tumor and Normal Tissue Based on Genetic Algorithm-Support Vector Machine

Chen-yang LIU1、*, Huang-rong XU2、2; 3;, Feng DUAN4、4;, Tai-sheng WANG1、1;, Zhen-wu LU1、1;, and Wei-xing YU3、3; *;
Author Affiliations
  • 11. State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics & Physics, Chinese Academy of Sciences, Changchun 130033, China
  • 22. University of Chinese Academy of Sciences, Beijing 100049, China
  • 33. Key Laboratory of Spectral Imaging Technology, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Science, Xi’an 710119, China
  • 44. Department of Interventional Radiology, the General Hospital of Chinese People’s Liberation Army, Beijing 100853, China
  • show less
    References(15)

    [1] Buijs M, Geschwind J F, Vossen J A et al[D]. J. Vasc. Interv. Radiol., 22, 1175(2011).

    [2] Choi W S, Kang B, Kang J H et al[D]. J. Vasc. Interv. Radiol., 31, 503(2020).

    [3] Depciuch J, Lange D, Stanek-Widera A et al[D]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 204, 18(2018).

    [4] Aguiar E M G, Ferreira I C C, Silva A T F et al[D]. J. Oncol., 2020, 4343590(2020).

    [5] Sun X, Wu J, Xu Y et al[D]. J. Surg. Res., 179, 33(2013).

    [6] Tian P R, Zhang W T, Zhu Q et al[D]. Chemical Research in Chinese Universities, 31, 198(2015).

    [7] Krishna Mohan S, Safiullah A, Saira K A et al[D]. International Journal of Research in Pharmaceutical Sciences, 9, 1056(2018).

    [8] Fischer C, Hsieh E[D]. Journal of Archaeological Science, 80, 14(2017).

    [9] Bumbrah G S, Kaur K, Yadav P K et al[D]. Vib. Spectrosc., 110, 103146(2020).

    [10] Ahn C G, Jeong E J, Sim J Y et al[D]. Sci. Rep., 8, 1059(2018).

    [11] Diaz M, Lindemann M, Schleif F-M et al[D]. Computing and Visualization in Science, 12, 189(2008).

    [12] Duan F, Liu X, Yuan J et al[D]. World J. Gastrointest. Oncol., 11, 1(2019).

    [13] Liu J, Lü P, Yan X et al[D]. Eur. Radiol., 27, 918(2017).

    [14] Ebrahimzadeh A, Khazaee A[D]. Biomedical Signal Processing and Control, 5, 252(2010).

    [15] Ben Ali J, Fnaiech F, Saidi L[D]. ISA Trans., 54, 193(2015).

    Tools

    Get Citation

    Copy Citation Text

    Chen-yang LIU, Huang-rong XU, Feng DUAN, Tai-sheng WANG, Zhen-wu LU, Wei-xing YU. Spectral Discrimination of Rabbit Liver VX2 Tumor and Normal Tissue Based on Genetic Algorithm-Support Vector Machine[J]. Spectroscopy and Spectral Analysis, 2021, 41(10): 3123

    Download Citation

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

    Category: Research Articles

    Received: Sep. 11, 2020

    Accepted: --

    Published Online: Oct. 29, 2021

    The Author Email: Chen-yang LIU (chenyang9015@163.com)

    DOI:10.3964/j.issn.1000-0593(2021)10-3123-06

    Topics