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Understanding and predicting ciprofloxacin minimum inhibitory concentration in Escherichia coli with machine learning

It is important that antibiotics prescriptions are based on antimicrobial susceptibility data to ensure effective treatment outcomes. The increasing availability of next-generation sequencing, bacterial whole genome sequencing (WGS) can facilitate a more reliable and faster alternative to traditiona...

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Detalles Bibliográficos
Autores principales: Pataki, Bálint Ármin, Matamoros, Sébastien, van der Putten, Boas C. L., Remondini, Daniel, Giampieri, Enrico, Aytan-Aktug, Derya, Hendriksen, Rene S., Lund, Ole, Csabai, István, Schultsz, Constance
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7490380/
https://www.ncbi.nlm.nih.gov/pubmed/32929164
http://dx.doi.org/10.1038/s41598-020-71693-5