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PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses

PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b82366e3d40b4510b6e44d39f34ef2d9

PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses

About this item

Full title

PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2021-02, Vol.11 (1), p.3209-3209, Article 3209

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Viral co-infections occur in COVID-19 patients, potentially impacting disease progression and severity. However, there is currently no dedicated method to identify viral co-infections in patient RNA-seq data. We developed PACIFIC, a deep-learning algorithm that accurately detects SARS-CoV-2 and other common RNA respiratory viruses from RNA-seq data...

Alternative Titles

Full title

PACIFIC: a lightweight deep-learning classifier of SARS-CoV-2 and co-infecting RNA viruses

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_b82366e3d40b4510b6e44d39f34ef2d9

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b82366e3d40b4510b6e44d39f34ef2d9

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-021-82043-4

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