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Machine learning pipeline for blood culture outcome prediction using Sysmex XN-2000 blood sample results in Western Australia

BACKGROUND: Bloodstream infections (BSIs) are a significant burden on the global population and represent a key area of focus in the hospital environment. Blood culture (BC) testing is the standard diagnostic test utilised to confirm the presence of a BSI. However, current BC testing practices resul...

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Detalles Bibliográficos
Autores principales: McFadden, Benjamin R., Inglis, Timothy J. J., Reynolds, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463910/
https://www.ncbi.nlm.nih.gov/pubmed/37620774
http://dx.doi.org/10.1186/s12879-023-08535-y