Laser & Optoelectronics Progress, Volume. 60, Issue 4, 0430002(2023)

Comparison of Spectral Pattern-Recognition Methods for Slimming Drugs in Express Delivery Channels

Aolin Zhang1, Jifen Wang1、*, Song Liu1, Xuejun Shi2, Xiaojie Xu2, Di Zhou2, and Zhen Zhang1
Author Affiliations
  • 1College of Investigation, People's Public Security University of China, Beijing 100038, China
  • 2Forensic Expertise Center of Beijing Customs Anti-Smuggling Bureau, Beijing 100000, China
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    References(24)

    [1] Zhang X X, Li L, Gao Y N et al. Determination of five kinds of illegal additives in weight loss health products by ion mobility spectrometry[J]. Physical Testing and Chemical Analysis (Part B: Chemical Analysis), 54, 1419-1424(2018).

    [2] Hong D, Xie W, Hou J B et al. Rapid screening of sibutramine and five derivatives in health food by high performance liquid chromatography-quadrupole/electrostatic orbitrap high-resolution mass spectrometry[J]. Chinese Journal of Chromatography, 37, 1173-1178(2019).

    [3] Sun T T, Xu Y H, Zhang X M et al. LC-MS/MS determination of sildenafil in health food with on-line solid phase extraction of molecularly imprinted monolithic column[J]. Physical Testing and Chemical Analysis (Part B: Chemical Analysis), 55, 1247-1253(2019).

    [4] Li J R, Wang J F, Liu J T. Non-destructive classification of psychotropic drugs based on spectroscopy from the perspective of public security[J]. Journal of Instrumental Analysis, 41, 276-282(2022).

    [5] Hou W, Wang J F, Zhang L P et al. Spectral pattern recognition of sedative-hypnotic drugs in the perspective of drug safety[J]. Laser & Optoelectronics Progress, 59, 0530004(2022).

    [6] Denman J A, Skinner W M, Kirkbride K P et al. Organic and inorganic discrimination of ballpoint pen inks by ToF-SIMS and multivariate statistics[J]. Applied Surface Science, 256, 2155-2163(2010).

    [7] Wei C J, Wang J F, Zeng X H. Nondestructive detection of automobile lampshades by infrared spectrum data fusion combined with chemometrics[J]. Journal of Instrumental Analysis, 40, 1043-1048(2021).

    [8] Li J R, Wang J F, Fan L Y et al. Fast recognition and classification of hemp oil based on collision fusion strategy of spectral and chromatographic data[J]. Laser & Optoelectronics Progress, 59, 1630004(2022).

    [9] Sun Y J, Wang J F. Application of terahertz time-domain spectroscopy in food, medicine and environment[J]. Laser & Optoelectronics Progress, 59, 1600001(2022).

    [10] Argyri A A, Panagou E Z, Tarantilis P A et al. Rapid qualitative and quantitative detection of beef fillets spoilage based on Fourier transform infrared spectroscopy data and artificial neural networks[J]. Sensors and Actuators B: Chemical, 145, 146-154(2010).

    [11] Oravec M, Beganović A, Gál L et al. Forensic classification of black inkjet prints using Fourier transform near-infrared spectroscopy and Linear Discriminant Analysis[J]. Forensic Science International, 299, 128-134(2019).

    [12] Muehlethaler C, Massonnet G, Esseiva P. Discrimination and classification of FTIR spectra of red, blue and green spray paints using a multivariate statistical approach[J]. Forensic Science International, 244, 170-178(2014).

    [13] Yang C S, Dong C W, Jiang Y W et al. A method for judging the fermentation quality of congou based on hyperspectral[J]. Spectroscopy and Spectral Analysis, 1320-1328(2021).

    [14] He X L, Wang J F, Liu T F et al. Discrimination and classification of plastic steel windows by FTIR in combination with chemometrics[J]. Physical Testing and Chemical Analysis (Part B: Chemical Analysis), 54, 1318-1323(2018).

    [15] Liu Y D, Xu H, Sun X D et al. Non-destructive measurement of tomato maturity by near-infrared diffuse transmission spectroscopy[J]. Laser Technology, 43, 25-29(2019).

    [16] Chen H X, Hu Z L, Zhang J Z. Rapid identification of flammable liquids based on near infrared spectroscopy[J]. Laser Journal, 38, 46-49(2017).

    [17] Sun Z B, Xin X, Zou X B et al. Rapid qualitative and quantitative analysis of base liquor using FTIR combined with chemometrics[J]. Spectroscopy and Spectral Analysis, 37, 2756-2762(2017).

    [18] Wu Z, Zhang J, Jin H et al. Qualitative and quantitative analysis of Paris polyphylla var. yunnanensisin different harvest times with infrared spectroscopy combined with chemometrics[J]. Spectroscopy and Spectral Analysis, 37, 1754-1758(2017).

    [19] Yan A H, Li X L, Xi C X et al. Simultaneous determination of 22 benzodiazepines in Chinese patent drugs and health-care foods by liquid chromatography-tandem mass spectrometry[J]. Chinese Journal of Analytical Chemistry, 41, 509-516(2013).

    [20] Gu K S, Wang J F. Comparison of paint classification methods based on spectral fusion[J]. Laser & Optoelectronics Progress, 58, 2230002(2021).

    [21] Hou W, Wang J F, He X L. Spectral classification and identification of methamphetamine and its common additives based on multivariate modeling[J]. Laser & Optoelectronics Progress, 58, 0330003(2021).

    [22] Yan W J, Lu W H, Wang J F. Research on spectral recognition of drug mixture based on SVM-MLP fusion model[J]. Laser & Optoelectronics Progress, 58, 1404003(2021).

    [23] Deng G Q, Chen H Y, Liu R et al. Application and development of gas chromatography-mass spectrometry technology in food and Chinese herbal medicine testing[J]. Chemical Reagents, 43, 555-562(2021).

    [24] Chen M X, Li Y M, Sun T et al. Application of liquid chromatography/mass spectrometry in quality research of traditional Chinese medicine[J]. Chinese Journal of Pharmaceutics, 19, 12-17(2021).

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    Aolin Zhang, Jifen Wang, Song Liu, Xuejun Shi, Xiaojie Xu, Di Zhou, Zhen Zhang. Comparison of Spectral Pattern-Recognition Methods for Slimming Drugs in Express Delivery Channels[J]. Laser & Optoelectronics Progress, 2023, 60(4): 0430002

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    Paper Information

    Category: Spectroscopy

    Received: Nov. 22, 2021

    Accepted: Dec. 27, 2021

    Published Online: Feb. 13, 2023

    The Author Email: Wang Jifen (wangjifen58@126.com)

    DOI:10.3788/LOP213018

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