Automated machine learning optimizes and accelerates predictive modeling from COVID-19 high throughp...
Automated machine learning optimizes and accelerates predictive modeling from COVID-19 high throughput datasets
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Publisher
London: Nature Publishing Group UK
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Language
English
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London: Nature Publishing Group UK
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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, metabolomic and transcriptomic measurements. Pathway...
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Automated machine learning optimizes and accelerates predictive modeling from COVID-19 high throughput datasets
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TN_cdi_doaj_primary_oai_doaj_org_article_760ad289441a49f7b30b75092e2b03be
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_760ad289441a49f7b30b75092e2b03be
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-021-94501-0
