Automated machine learning optimizes and accelerates predictive modeling from COVID-19 high throughput datasets

COVID-19 outbreak brings intense pressure on healthcare systems, with an urgent demand for effective diagnostic, prognostic and therapeutic procedures. Here, we employed Automated Machine Learning (AutoML) to analyze three publicly available high throughput COVID-19 datasets, including proteomic, me...

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Detalles Bibliográficos
Autores principales: Papoutsoglou, Georgios, Karaglani, Makrina, Lagani, Vincenzo, Thomson, Naomi, Røe, Oluf Dimitri, Tsamardinos, Ioannis, Chatzaki, Ekaterini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8302755/
https://www.ncbi.nlm.nih.gov/pubmed/34302024
http://dx.doi.org/10.1038/s41598-021-94501-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8302755/
https://www.ncbi.nlm.nih.gov/pubmed/34302024
http://dx.doi.org/10.1038/s41598-021-94501-0

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