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A machine learning approach for predicting high risk hospitalized patients with COVID-19 SARS-Cov-2

Abstract Background This study aimed to explore whether explainable Artificial Intelligence methods can be fruitfully used to improve the medical management of patients suffering from complex diseases, and in particular to predict the death risk in hospitalized patients with SARS-Cov-2 based on admi...

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Main Authors: Alessio Bottrighi, Marzio Pennisi, Annalisa Roveta, Costanza Massarino, Antonella Cassinari, Marta Betti, Tatiana Bolgeo, Marinella Bertolotti, Emanuele Rava, Antonio Maconi
Format: Artigo
Language:Inglês
Published: BMC 2022-12-01
Series:BMC Medical Informatics and Decision Making
Subjects:
COVID-19
Machine learning
Explainability
Patient risk prediction
Online Access:https://doi.org/10.1186/s12911-022-02076-1
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