Deep neural networks excel in COVID-19 disease severity prediction—a meta-regression analysis

Deep neural networks excel in COVID-19 disease severity prediction—a meta-regression analysis

Abstract COVID-19 is a disease in which early prognosis of severity is critical for desired patient outcomes and for the management of limited resources like intensive care unit beds and ventilation equipment. Many prognostic statistical tools have been developed for the prediction of disease severi...

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Main Authors: Márton Rakovics, Fanni Adél Meznerics, Péter Fehérvári, Tamás Kói, Dezső Csupor, András Bánvölgyi, Gabriella Anna Rapszky, Marie Anne Engh, Péter Hegyi, Andrea Harnos
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
COVID-19
Severity prediction
Machine learning
Deep learning
Artificial intelligence
Online Access:https://doi.org/10.1038/s41598-025-95282-6
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