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Accurate and interpretable prediction of ICU-acquired AKI

Accurate and interpretable prediction of ICU-acquired AKI

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2775952465

Accurate and interpretable prediction of ICU-acquired AKI

About this item

Full title

Accurate and interpretable prediction of ICU-acquired AKI

Publisher

United States: Elsevier Inc

Journal title

Journal of critical care, 2023-06, Vol.75, p.154278-154278, Article 154278

Language

English

Formats

Publication information

Publisher

United States: Elsevier Inc

More information

Scope and Contents

Contents

We developed and validated two parsimonious algorithms to predict the time of diagnosis of any stage of acute kidney injury (any-AKI) or moderate-to-severe AKI in clinically actionable prediction windows.
In this retrospective single-center cohort of adult ICU admissions, we trained two gradient-boosting models: 1) any-AKI model, predicting the...

Alternative Titles

Full title

Accurate and interpretable prediction of ICU-acquired AKI

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2775952465

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2775952465

Other Identifiers

ISSN

0883-9441

E-ISSN

1557-8615

DOI

10.1016/j.jcrc.2023.154278

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