Is it possible to determine antibiotic resistance of E. coli by analyzing laboratory data with machine learning?

Autor: Ayyıldız Hakan, Arslan Tuncer Seda
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Türk Biyokimya Dergisi, Vol 46, Iss 6, Pp 623-630 (2021)
Druh dokumentu: article
ISSN: 1303-829X
DOI: 10.1515/tjb-2021-0040
Popis: Microbial antibiotic resistance remains a serious public health problem worldwide. Conventional culture-based techniques are time-taking procedures; therefore, there is need for new approaches for detecting bacterial resistance. The aim of this study was to assess antibiotic resistance of Escherichia coli by analyzing biochemical parameters with machine learning systems without using antibiogram.
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