Predicting in-Hospital Mortality of Patients with COVID-19 Using Machine Learning Techniques

Predicting in-Hospital Mortality of Patients with COVID-19 Using Machine Learning Techniques

The present work aims to identify the predictors of COVID-19 in-hospital mortality testing a set of Machine Learning Techniques (MLTs), comparing their ability to predict the outcome of interest. The model with the best performance will be used to identify in-hospital mortality predictors and to bui...

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Bibliographic Details
Main Authors: Fabiana Tezza, Giulia Lorenzoni, Danila Azzolina, Sofia Barbar, Lucia Anna Carmela Leone, Dario Gregori
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Journal of Personalized Medicine
Subjects:
machine learning techniques
COVID-19
Italy
in-hospital mortality
outcome prediction
Online Access:https://www.mdpi.com/2075-4426/11/5/343

Internet

https://www.mdpi.com/2075-4426/11/5/343

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