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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
Publicado en:Sci Rep
Main Authors: Papoutsoglou, Georgios, Karaglani, Makrina, Lagani, Vincenzo, Thomson, Naomi, Røe, Oluf Dimitri, Tsamardinos, Ioannis, Chatzaki, Ekaterini
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2021
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC8302755/
https://ncbi.nlm.nih.gov/pubmed/34302024
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-94501-0
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