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Machine Learning with Alpha Toxin Phenotype to Predict Clinical Outcome in Patients with Staphylococcus aureus Bloodstream Infection
Staphylococcus aureus bloodstream (SAB) infection remains a leading cause of sepsis-related mortality. Yet, current treatment does not account for variable virulence traits that mediate host dysregulated immune response, such as SA α-toxin (Hla)-mediated thrombocytopenia. Here, we applied machine le...
Autores principales: | Beadell, Brent, Nehra, Surya, Gusenov, Elizabeth, Huse, Holly, Wong-Beringer, Annie |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10467129/ https://www.ncbi.nlm.nih.gov/pubmed/37505686 http://dx.doi.org/10.3390/toxins15070417 |
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