A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients

OBJECTIVE: The Coronavirus Disease 2019 (COVID-19) pandemic has overwhelmed the capacity of healthcare resources and posed a challenge for worldwide hospitals. The ability to distinguish potentially deteriorating patients from the rest helps facilitate reasonable allocation of medical resources, suc...

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Detalles Bibliográficos
Autores principales: Zhang, Kai, Karanth, Siddharth, Patel, Bela, Murphy, Robert, Jiang, Xiaoqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2022
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044651/
https://www.ncbi.nlm.nih.gov/pubmed/35489596
http://dx.doi.org/10.1016/j.jbi.2022.104079

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9044651/
https://www.ncbi.nlm.nih.gov/pubmed/35489596
http://dx.doi.org/10.1016/j.jbi.2022.104079

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