Browsing by Autor "F. A. Prieto"

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    COVID-19 Impact Estimation on ICU Capacity at Andalusia, Spain, Using Artificial Intelligence
    (Research Square (United States), 2020) F. A. Prieto; N. G. Baltas; L. Rios-Pena; P J Suárez-Anta Rodríguez
    Abstract The objective of this article is to evaluate the spread of the virus and estimate the cases of infected population in need of urgent hospitalization, in order to provide sufficient resources to public health. To this end, a deep learning tool based on deep neural networks (DNN) was developed to predict COVID-19 infection and the need for urgent hospitalization in some of the infected patients. We associated the available resources of public hospitals and evaluated the need to increase them after the possible substantial increase caused by SARS-CoV-2 by provinces in the regions of Andalusia, Spain.