Article
Semiquantitative Fingerprinting Based on Pseudotargeted Metabolomics and Deep Learning for the Identification of Listeria monocytogenes and Its Major Serotypes.
Analytical chemistry - 18 Apr 2023
Feng Ying, Wei Xianhu, Chen Moutong, Zhu Honghui, Zhang Jumei, Zhang Youxiong, Xue Liang, Huang Lanyan, Chen Guoyang, Gu Qihui, Wu Shi, Ding Yu, Wu Qingping
Abstract excerpt
The rapid identification of pathogenic microorganism serotypes is still a bottleneck problem to be solved urgently. Compared with proteomics technology, metabolomics technology is directly related to phenotypes and has higher specificity in identifying pathogenic microorganism serotypes. Our study combines pseudotargeted metabolomics with deep learning techniques to obtain a new deep semiquantitative...
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