Machine learning based algorithms to impute PaO(2) from SpO(2) values and development of an online calculator

We created an online calculator using machine learning (ML) algorithms to impute the partial pressure of oxygen (PaO(2))/fraction of delivered oxygen (FiO(2)) ratio using the non-invasive peripheral saturation of oxygen (SpO(2)) and compared the accuracy of the ML models we developed to published eq...

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Detalles Bibliográficos
Autores principales: Ren, Shuangxia, Zupetic, Jill A., Tabary, Mohammadreza, DeSensi, Rebecca, Nouraie, Mehdi, Lu, Xinghua, Boyce, Richard D., Lee, Janet S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114384/
https://www.ncbi.nlm.nih.gov/pubmed/35581469
http://dx.doi.org/10.1038/s41598-022-12419-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114384/
https://www.ncbi.nlm.nih.gov/pubmed/35581469
http://dx.doi.org/10.1038/s41598-022-12419-7

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