A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19

A Multimodal Approach for the Risk Prediction of Intensive Care and Mortality in Patients with COVID-19

Background: Although several studies have been launched towards the prediction of risk factors for mortality and admission in the intensive care unit (ICU) in COVID-19, none of them focuses on the development of explainable AI models to define an ICU scoring index using dynamically associated biolog...

Full description

Bibliographic Details
Main Authors: Vasileios C. Pezoulas, Konstantina D. Kourou, Costas Papaloukas, Vassiliki Triantafyllia, Vicky Lampropoulou, Eleni Siouti, Maria Papadaki, Maria Salagianni, Evangelia Koukaki, Nikoletta Rovina, Antonia Koutsoukou, Evangelos Andreakos, Dimitrios I. Fotiadis
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Diagnostics
Subjects:
COVID-19
artificial intelligence
dynamic modeling
risk predictors
ICU scoring index
Online Access:https://www.mdpi.com/2075-4418/12/1/56

Internet

https://www.mdpi.com/2075-4418/12/1/56

Similar Items