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

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

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

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

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

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

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

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    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

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    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

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