Article

BNP-Informed Prediction of In-Hospital Mortality in Acute Decompensated Heart Failure: An Admission-Based Model in a Cardiorenal Syndrome-Enriched Cohort

2026-05-18

Abstract excerpt

<h4>Background: </h4> Admission-based risk stratification in acute decompensated heart failure (ADHF) remains challenging, particularly in cohorts enriched for cardiorenal syndrome type 1 (CRS1). B-type natriuretic peptide (BNP) is the most extensively validated admission biomarker in ADHF, yet its independent contribution alongside heart failure (HF) phenotype and serum albumin within a prespecified multivariable...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: c8cfcfbc-da65-5410-ae2c-0ba8101f595c
DOI: 10.20944/preprints202605.1174.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

BNP-Informed Prediction of In-Hospital Mortality in Acute Decompensated Heart Failure: An Admission-Based Model in a Cardiorenal Syndrome-Enriched CohortDOI 10.20944/preprints202605.1174.v1Read

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

A heart failure phenotype stratified model for predicting 1-year mortality in patients admitted with acute heart failure: results from an individual participant data meta-analysis of four prospective European cohorts.Semantic proximity Read

Development and Validation of a parsimonious AI-Based Risk Score for Mortality in Heart Failure: A UK cohort studySemantic proximity Read

Clinical phenotypes of heart failure patients with supranormal ejection fraction.Semantic proximity Read

Prognostic Clinical Phenotypes of Patients with Acute Decompensated Heart Failure.Semantic proximity Read

Heart Failure Prediction & Risk Stratification using Machine LearningSemantic proximity Read

National Burden and Prognostic Impact of Multi-Organ Failure in Acute Decompensated Heart Failure: A National Inpatient Sample AnalysisSemantic proximity Read

Phenogroups and Their Prognosis of Acute Decompensated Heart Failure with Preserved Ejection Fraction.Semantic proximity Read

A 9-Variable Lactate-to-Albumin Ratio-Driven Clinical Risk Score for Early Mortality Prediction in Very Elderly Mechanically Ventilated ICU Patients: Multicenter Derivation and External ValidationSemantic proximity Read

Admission BNP-dominant biomarker phenotypes and in-hospital heart failure or cardiogenic shock in STEMI: a retrospective research noteSemantic proximity Read

A simplification of the Kaiser Permanente inpatient risk adjustment methodology accurately predicted in-hospital mortality: A retrospective cohort studySemantic proximity Read