Rapid discrimination of Shigella spp. and Escherichia coli via label-free surface enhanced Raman spectroscopy coupled with machine learning algorithms

Shigella and enterotoxigenic Escherichia coli (ETEC) are major bacterial pathogens of diarrheal disease that is the second leading cause of childhood mortality globally. Currently, it is well known that Shigella spp., and E. coli are very closely related with many common characteristics. Evolutionar...

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Bibliographic Details

Published in:	Frontiers in Microbiology
Main Authors:	Wei Liu, Jia-Wei Tang, Jing-Yi Mou, Jing-Wen Lyu, Yu-Wei Di, Ya-Long Liao, Yan-Fei Luo, Zheng-Kang Li, Xiang Wu, Liang Wang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-03-01
Subjects:	diarrheal disease Shigella spp. Escherichia coli machine learning deep learning Raman effect
Online Access:	https://www.frontiersin.org/articles/10.3389/fmicb.2023.1101357/full