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Development and Temporal Validation of the SAKARYA Model for Early Cardiorenal Risk Stratification in Critically Ill Adults with Acute Heart Failure: A Credentialed Database Analysis

2026-05-25

Abstract excerpt

Acute heart failure in the intensive care unit has a high early cardiorenal burden, whereas most existing risk tools were derived outside critical care. This retrospective cohort study used MIMIC-IV version 3.1. Adults with a first intensive care unit admission, a heart failure diagnosis, and enrichment by early intravenous loop diuretic treatment or BNP/NT-proBNP testing were included. Core predictors were measur...

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Literature Corpus work
979b7786-d373-5348-9a5e-450588ee621f
DOI
10.20944/preprints202605.1613.v1
Open publication

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Development and Temporal Validation of the SAKARYA Model for Early Cardiorenal Risk Stratification in Critically Ill Adults with Acute Heart Failure: A Credentialed Database AnalysisDOI 10.20944/preprints202605.1613.v1
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