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

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

Abstract 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 practic...

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Bibliographic Details
Main Authors: Benjamin R. McFadden, Timothy J. J. Inglis, Mark Reynolds
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BMC Infectious Diseases
Subjects:
Blood cultures
Machine learning
Bloodstream infections
Diagnostic stewardship
Online Access:https://doi.org/10.1186/s12879-023-08535-y

Internet

https://doi.org/10.1186/s12879-023-08535-y

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