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Prediction and Classification of COVID-19 Admissions to Intensive Care Units (ICU) Using Weighted Radial Kernel SVM Coupled with Recursive Feature Elimination (RFE)

Healthcare systems have been under immense pressure since the beginning of the COVID-19 pandemic; hence, studies on using machine learning (ML) methods for classifying ICU admissions and resource allocation are urgently needed. We investigated whether ML can propose a useful classification model for...

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Detalles Bibliográficos
Autores principales: Alshanbari, Huda M., Mehmood, Tahir, Sami, Waqas, Alturaiki, Wael, Hamza, Mauawia A., Alosaimi, Bandar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9318483/
https://www.ncbi.nlm.nih.gov/pubmed/35888187
http://dx.doi.org/10.3390/life12071100