Early Prediction of COVID-19 Associated Hospitalization at the Time of CDC Contact Tracing using Machine Learning: Towards Pandemic Preparedness

OBJECTIVE: To develop and validate machine learning models for predicting COVID-19 related hospitalization as early as CDC contact tracing using integrated CDC contact tracing and South Carolina medical claims data. METHODS: Using the dataset (n=82,073, 1/1/2018 - 3/1/2020), we identified 3,305 pati...

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Detalles Bibliográficos
Autores principales: Liang, Chen, Lyu, Tianchu, Weissman, Sharon, Daering, Nick, Olatosi, Bankole, Hikmet, Neset, Li, Xiaoming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441515/
https://www.ncbi.nlm.nih.gov/pubmed/37609292
http://dx.doi.org/10.21203/rs.3.rs-3213502/v1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10441515/
https://www.ncbi.nlm.nih.gov/pubmed/37609292
http://dx.doi.org/10.21203/rs.3.rs-3213502/v1

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