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
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    References(15)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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    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

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    Paper Information

    Category: Research Articles

    Received: Sep. 11, 2020

    Accepted: --

    Published Online: Oct. 29, 2021

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

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

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