Developing machine learning models to personalize care levels among emergency room patients for hospital admission

OBJECTIVE: To develop prediction models for intensive care unit (ICU) vs non-ICU level-of-care need within 24 hours of inpatient admission for emergency department (ED) patients using electronic health record data. MATERIALS AND METHODS: Using records of 41 654 ED visits to a tertiary academic cente...

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Detalles Bibliográficos
Autores principales: Nguyen, Minh, Corbin, Conor K, Eulalio, Tiffany, Ostberg, Nicolai P, Machiraju, Gautam, Marafino, Ben J, Baiocchi, Michael, Rose, Christian, Chen, Jonathan H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510323/
https://www.ncbi.nlm.nih.gov/pubmed/34402507
http://dx.doi.org/10.1093/jamia/ocab118

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8510323/
https://www.ncbi.nlm.nih.gov/pubmed/34402507
http://dx.doi.org/10.1093/jamia/ocab118

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