Decision-tree and ensemble-based mortality risk models for hospitalized patients with COVID-19

Decision-tree and ensemble-based mortality risk models for hospitalized patients with COVID-19

The work is devoted to studying SARS-CoV-2-associated pneumonia and the investigating of the main indicators that lead to the patients’ mortality. Using the good-known parameters that are routinely embraced in clinical practice, we obtained new functional dependencies based on an accessible and unde...

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Bibliographic Details
Main Authors: Yaroslav Vyklyuk, Svitlana Levytska, Denys Nevinskyi, Kateryna Hazdiuk, Miroslav Škoda, Stanislav Andrushko, Maryna Palii
Format: Article
Language:Ukrainian
Published: Igor Sikorsky Kyiv Polytechnic Institute 2023-03-01
Series:Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï
Subjects:
covid-19
decision-making system
decision tree
ml-ensemble
ensemble of classification models
Online Access:http://journal.iasa.kpi.ua/article/view/279747

Internet

http://journal.iasa.kpi.ua/article/view/279747

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