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Prediction of Streptococcus uberis clinical mastitis treatment success in dairy herds by means of mass spectrometry and machine-learning

Streptococcus uberis is one of the leading pathogens causing mastitis worldwide. Identification of S. uberis strains that fail to respond to treatment with antibiotics is essential for better decision making and treatment selection. We demonstrate that the combination of supervised machine learning...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Maciel-Guerra, Alexandre, Esener, Necati, Giebel, Katharina, Lea, Daniel, Green, Martin J., Bradley, Andrew J., Dottorini, Tania
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8032699/
https://ncbi.nlm.nih.gov/pubmed/33833319
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-87300-0
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