The Journal of Light Scattering, Volume. 37, Issue 2, 240(2025)

Support Vector Regression Algorithm Empowers Raman Spectroscopy for Detecting Metabolites in Athletes' Urine

LEI Zangmin1、*, ZHOU Hao2, and XING Shimin3
Author Affiliations
  • 1Department of Information Technology, SongShan ShaoLin WuShu College, Zhengzhou 450001, China
  • 2School of Information and Engineering, ZhengZhou University, ZhengZhou, 450001, China
  • 3National Institute of Measurement and Testing Technology, Chengdu 610021, China
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    References(4)

    [12] [12] Saatkamp C J, Almeida de M L, Bispo J A M, et al. Quantifying creatinine and urea in human urine through Raman spectroscopy aiming at diagnosis of kidney disease[J]. Journal of Biomedical Optics, 2016, 21(3): 37001.

    [13] [13] Moreira L P, Silveira L, Pacheco M T T, et al. Detecting urine metabolites related to training performance in swimming athletes by means of Raman spectroscopy and principal component analysis[J]. Journal of Photochemistry and Photobiology, B: Biology, 2018, 185: 223-234.

    [14] [14] Bhavik V, Lenka H, Igor K L, et al. A universal test for the forensic identification of all main body fluids including urine[J]. Forensic Chemistry, 2020, 20: 100247.

    [16] [16] Luc F, Conforti M, Castrignan A, et al. Effect of calibration set size on prediction at local scale of soil carbon by Vis-NIR spectroscopy[J]. Geoderma, 2017, 288: 175-183.

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    LEI Zangmin, ZHOU Hao, XING Shimin. Support Vector Regression Algorithm Empowers Raman Spectroscopy for Detecting Metabolites in Athletes' Urine[J]. The Journal of Light Scattering, 2025, 37(2): 240

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    Paper Information

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    Received: Nov. 2, 2024

    Accepted: Jul. 31, 2025

    Published Online: Jul. 31, 2025

    The Author Email: LEI Zangmin (leizangmin@163.com)

    DOI:10.13883/j.issn1004-5929.202502011

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