Outcome prediction during an ICU surge using a purely data-driven approach: A supervised machine learning case-study in critically ill patients from COVID-19 Lombardy outbreak

PURPOSE: COVID-19 disease frequently affects the lungs leading to bilateral viral pneumonia, progressing in some cases to severe respiratory failure requiring ICU admission and mechanical ventilation. Risk stratification at ICU admission is fundamental for resource allocation and decision making. We...

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Detalles Bibliográficos
Autores principales: Greco, Massimiliano, Angelotti, Giovanni, Caruso, Pier Francesco, Zanella, Alberto, Stomeo, Niccolò, Costantini, Elena, Protti, Alessandro, Pesenti, Antonio, Grasselli, Giacomo, Cecconi, Maurizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
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Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9161686/
https://www.ncbi.nlm.nih.gov/pubmed/35671585
http://dx.doi.org/10.1016/j.ijmedinf.2022.104807

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