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Machine learning methods to predict mechanical ventilation and mortality in patients with COVID-19

BACKGROUND: The Coronavirus disease 2019 (COVID-19) pandemic has affected millions of people across the globe. It is associated with a high mortality rate and has created a global crisis by straining medical resources worldwide. OBJECTIVES: To develop and validate machine-learning models for predict...

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Detalles Bibliográficos
Autores principales: Yu, Limin, Halalau, Alexandra, Dalal, Bhavinkumar, Abbas, Amr E., Ivascu, Felicia, Amin, Mitual, Nair, Girish B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8016242/
https://www.ncbi.nlm.nih.gov/pubmed/33793600
http://dx.doi.org/10.1371/journal.pone.0249285