Surface Enhanced Raman Scattering Detection of Four Foodborne Pathogens Using Positively Charged Silver Nanoparticles and Convolutional Neural Networks

Yong Yang; Hao Dong; Shu Wang; Yaosuo Sang; Zhigang Li; Long Zhang; Chongwen Wang; Yong Liu

doi:10.3788/CJL202249.1507405

Chinese Journal of Lasers, Volume. 49, Issue 15, 1507405(2022)

Surface Enhanced Raman Scattering Detection of Four Foodborne Pathogens Using Positively Charged Silver Nanoparticles and Convolutional Neural Networks

Yong Yang^1,2, Hao Dong^1,2, Shu Wang^1,2、*, Yaosuo Sang^1,2, Zhigang Li^1,2, Long Zhang^1,2、**, Chongwen Wang³, and Yong Liu^1,2

Author Affiliations

¹Anhui Institute of Optics and Fine Mechanics, Hefei Institute of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui, China

²Science Island Branch, Graduate School of University of Science and Technology of China, Hefei 230026, Anhui, China

³School of Life Sciences, Anhui Agricultural University, Hefei 230036, Anhui, China

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Yong Yang, Hao Dong, Shu Wang, Yaosuo Sang, Zhigang Li, Long Zhang, Chongwen Wang, Yong Liu. Surface Enhanced Raman Scattering Detection of Four Foodborne Pathogens Using Positively Charged Silver Nanoparticles and Convolutional Neural Networks[J]. Chinese Journal of Lasers, 2022, 49(15): 1507405

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Paper Information

Category: Bio-Optical Sensing and Manipulation

Received: Dec. 9, 2021

Accepted: Apr. 1, 2022

Published Online: Aug. 5, 2022

The Author Email: Wang Shu (wangshu@aiofm.ac.com), Zhang Long (zhanglong@aiofm.ac.com)

DOI:10.3788/CJL202249.1507405

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology