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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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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: Papoutsoglou, Georgios, Karaglani, Makrina, Lagani, Vincenzo, Thomson, Naomi, Røe, Oluf Dimitri, Tsamardinos, Ioannis, Chatzaki, Ekaterini
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2021
Onderwerpen:
Online toegang: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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