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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Detalles Bibliográficos
Autores principales: Maciel-Guerra, Alexandre, Esener, Necati, Giebel, Katharina, Lea, Daniel, Green, Martin J., Bradley, Andrew J., Dottorini, Tania
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8032699/
https://www.ncbi.nlm.nih.gov/pubmed/33833319
http://dx.doi.org/10.1038/s41598-021-87300-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8032699/
https://www.ncbi.nlm.nih.gov/pubmed/33833319
http://dx.doi.org/10.1038/s41598-021-87300-0

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