Spectroscopy and Spectral Analysis, Volume. 42, Issue 5, 1439(2022)

Classification of Mycoplasma Pneumoniae Strains Based on One-Dimensional Convolutional Neural Network and Raman Spectroscopy

Yong ZHAO1,1;... Men-yuan HE1,1;, Bo-lin WANG2,2;, Rong ZHAO2,2; and Zong MENG1,1; *; |Show fewer author(s)
Author Affiliations
  • 11. School of Electrical Engineering, Yanshan University, The Key Laboratory of Measurement Technology and Instruments of Hebei Province, Qinhuangdao 066004, China
  • 22. School of Information Science and Engineering, Yanshan University, The Key Laboratory for Special Fiber and Fiber Sensor of Hebei Province, Qinhuangdao 066004, China
  • show less
    References(11)

    [1] Y Liu, K B Waites, L Xiao et al. Clinical Microbiology Reviews, 30, 747(2017).

    [2] J He, M H Liu, Z F Ye et al. Molecular Medicine Reports, 14, 4030(2016).

    [3] J Fujita, T Kinjo, G L Parrott. Frontiers in Microbiology, 7, 513(2016).

    [4] M Leven, K Loens. Frontiers in Microbiology, 7, 448(2016).

    [5] T Kato, Y Kawai, N Miyashita et al. Journal of Infection and Chemotherapy, 22, 327(2016).

    [6] N Ishiwada, T Itagaki, G Sano et al. Journal of Medical Microbiology, 65, 1105(2016).

    [7] A Khan, S Khan, R Ullah et al. Photodiagnosis and Photodynamic Therapy, 23, 89(2018).

    [8] C Chen, L Yang, J Zhao et al. Optik, 203, 164043(2020).

    [9] L Ashton, J Liu, M Osadchy et al. Analyst, 142, 4067(2017).

    [10] X Shao, Y Wang, H Zhang et al. Nanomedicine: Nanotechnology, Biology and Medicine, 29, 102245(2020).

    [12] A J Benitez, K C Henderson, A E Ratliff et al. PLOS ONE, 10, e0131831(2015).

    Tools

    Get Citation

    Copy Citation Text

    Yong ZHAO, Men-yuan HE, Bo-lin WANG, Rong ZHAO, Zong MENG. Classification of Mycoplasma Pneumoniae Strains Based on One-Dimensional Convolutional Neural Network and Raman Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2022, 42(5): 1439

    Download Citation

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

    Category: Research Articles

    Received: Apr. 13, 2021

    Accepted: --

    Published Online: Nov. 10, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)05-1439-06

    Topics