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• W2912487940 abstract "Sepsis, a dysregulated host response to infection, is a major health burden in terms of both mortality and cost. The difficulties clinicians face in diagnosing sepsis, alongside the insufficiencies of diagnostic biomarkers, motivate the present study. This work develops a machine-learning-based sepsis diagnostic for a high-risk patient group, using a geographically and institutionally diverse collection of nearly 500,000 patient health records. Using only a minimal set of clinical variables, our diagnostics outperform common severity scoring systems and sepsis biomarkers and benefit from being available immediately upon ordering." @default.
• W2912487940 created "2019-02-21" @default.
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• W2912487940 date "2019-02-13" @default.
• W2912487940 modified "2023-09-29" @default.
• W2912487940 title "Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients" @default.
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• W2912487940 doi "https://doi.org/10.3390/diagnostics9010020" @default.
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