A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19

OBJECTIVE: To prospectively evaluate a logistic regression-based machine learning (ML) prognostic algorithm implemented in real-time as a clinical decision support (CDS) system for symptomatic persons under investigation (PUI) for Coronavirus disease 2019 (COVID-19) in the emergency department (ED)....

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Detalles Bibliográficos
Autores principales: Lupei, Monica I., Li, Danni, Ingraham, Nicholas E., Baum, Karyn D., Benson, Bradley, Puskarich, Michael, Milbrandt, David, Melton, Genevieve B., Scheppmann, Daren, Usher, Michael G., Tignanelli, Christopher J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8730444/
https://www.ncbi.nlm.nih.gov/pubmed/34986168
http://dx.doi.org/10.1371/journal.pone.0262193

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8730444/
https://www.ncbi.nlm.nih.gov/pubmed/34986168
http://dx.doi.org/10.1371/journal.pone.0262193

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