Deep learning for deterioration prediction of COVID-19 patients based on time-series of three vital signs

Abstract Unrecognized deterioration of COVID-19 patients can lead to high morbidity and mortality. Most existing deterioration prediction models require a large number of clinical information, typically collected in hospital settings, such as medical images or comprehensive laboratory tests. This is...

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Bibliographic Details
Main Authors: Sarmad Mehrdad, Farah E. Shamout, Yao Wang, S. Farokh Atashzar
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-37013-3