Machine Learning for Mortality Analysis in Patients with COVID-19

Machine Learning for Mortality Analysis in Patients with COVID-19

This paper analyzes a sample of patients hospitalized with COVID-19 in the region of Madrid (Spain). Survival analysis, logistic regression, and machine learning techniques (both supervised and unsupervised) are applied to carry out the analysis where the endpoint variable is the reason for hospital...

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Bibliographic Details
Main Authors: Manuel Sánchez-Montañés, Pablo Rodríguez-Belenguer, Antonio J. Serrano-López, Emilio Soria-Olivas, Yasser Alakhdar-Mohmara
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:International Journal of Environmental Research and Public Health
Subjects:
COVID-19
survival analysis
machine learning
feature importance
graphical models
Online Access:https://www.mdpi.com/1660-4601/17/22/8386

Internet

https://www.mdpi.com/1660-4601/17/22/8386

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