Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients

Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients

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 seps...

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Bibliographic Details
Main Authors: Jacob Calvert, Nicholas Saber, Jana Hoffman, Ritankar Das
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Diagnostics
Subjects:
sepsis
laboratory developed test
machine learning
clinical decision support
electronic health record
biomarker
medical informatics
Online Access:https://www.mdpi.com/2075-4418/9/1/20

Internet

https://www.mdpi.com/2075-4418/9/1/20

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