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Using machine learning tools to predict outcomes for emergency department intensive care unit patien...

Using machine learning tools to predict outcomes for emergency department intensive care unit patien...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7708467

Using machine learning tools to predict outcomes for emergency department intensive care unit patients

About this item

Full title

Using machine learning tools to predict outcomes for emergency department intensive care unit patients

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2020-12, Vol.10 (1), p.20919, Article 20919

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

The number of critically ill patients has increased globally along with the rise in emergency visits. Mortality prediction for critical patients is vital for emergency care, which affects the distribution of emergency resources. Traditional scoring systems are designed for all emergency patients using a classic mathematical method, but risk factors...

Alternative Titles

Full title

Using machine learning tools to predict outcomes for emergency department intensive care unit patients

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7708467

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7708467

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-020-77548-3

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