Development and validation of a prognostic COVID-19 severity assessment (COSA) score and machine learning models for patient triage at a tertiary hospital

Development and validation of a prognostic COVID-19 severity assessment (COSA) score and machine learning models for patient triage at a tertiary hospital

Abstract Background Clinical risk scores and machine learning models based on routine laboratory values could assist in automated early identification of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) patients at risk for severe clinical outcomes. They can guide patient triage, inform...

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Bibliographic Details
Main Authors: Verena Schöning, Evangelia Liakoni, Christine Baumgartner, Aristomenis K. Exadaktylos, Wolf E. Hautz, Andrew Atkinson, Felix Hammann
Format: Article
Language:English
Published: BMC 2021-02-01
Series:Journal of Translational Medicine
Subjects:
SARS-CoV-2
Critical illness
Risk stratification
Statistical learning
Artificial intelligence
Online Access:https://doi.org/10.1186/s12967-021-02720-w

Internet

https://doi.org/10.1186/s12967-021-02720-w

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