Detecting antimicrobial resistance in Escherichia coli using benchtop attenuated total reflectance-Fourier transform infrared spectroscopy and machine learning.
Abstract
in independent testing, approaching the reported performance of FTIR microscopy. With further algorithm improvement, these data suggest the potential deployment of a portable FTIR spectrometer as a rapid antimicrobial susceptibility prediction platform to enable the efficient use of antimicrobials.
| Authors | Wijesinghe, Hewa G S; Hare, Dominic J; Mohamed, Ahmed; Shah, Alok K; Harris, Patrick N A; Hill, Michelle M |
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| Journal | The Analyst |
| Pages | 6211-6219 |
| Volume | 146 |
| Date | 1/01/2021 |
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| URL | http://www.ncbi.nlm.nih.gov/pubmed/?term=10.1039/d1an00546d |