SynthesisEuropean heart journal. Acute cardiovascular care2020
Risk stratification scores for patients with acute heart failure in the Emergency Department: A systematic review.
Synthesis in European heart journal. Acute cardiovascular care, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
What it found
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The trial behind it
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Who cites it
30 citing papers in PubMed.
- Fibroblast Growth Factor 23 and Outcomes in Acute Heart Failure.Biomolecules · 2026Article
- Congestion-Perfusion Phenotypes and In-Hospital Mortality in Acute Heart Failure: Phenotype-Specific Prognostic Markers and Right-Heart Involvement.Medicina (Kaunas, Lithuania) · 2026Observational
- Social Deprivation Index Is Associated with 90-Day Emergency Department Revisits, but Not Admission, for Acute Heart Failure.The western journal of emergency medicine · 2026Article
- Acute heart failure in a tertiary emergency department in Thailand: clinical characteristics and factors associated with in-hospital mortality.International journal of emergency medicine · 2026Article
- Review
- Observational
- Association Between the Emergency Heart Failure Mortality Risk Grade (EHMRG30-ST) and Costs of Care.CJC open · 2026Article
- Risk calculator of multimorbid risk of rehospitalization and death from heart failure: including the contribution of the gut microbiome.European journal of preventive cardiology · 2026Article
- MEESSI-AHF Score for Predicting In-Hospital Mortality in Vietnamese Acute Heart Failure.Medical archives (Sarajevo, Bosnia and Herzegovina) · 2026Article
- A machine learning model for predicting six-month rehospitalization in heart failure patients with multiple comorbidities.Frontiers in cardiovascular medicine · 2026Article
- An instrument for measuring the influence of nursing care on the length of stay in heart failure hospitalizations of African Americans.Journal of clinical and translational science · 2026Article
- Acute heart failure in non-cardiac surgery.European heart journal · 2025Review
- Short-term mortality and readmission rate prediction by the sequential organ failure assessment score in acute decompensated heart failure.Annals of medicine and surgery (2012) · 2025Article
- Development of interpretable machine learning models to predict in-hospital prognosis of acute heart failure patients.ESC heart failure · 2024Article
- Acute Heart Failure: From The Emergency Department to the Intensive Care Unit.Cardiology clinics · 2024Review
- Proteomic prediction of incident heart failure and its main subtypes.European journal of heart failure · 2024Article
- Admission prioritization of heart failure patients with multiple comorbidities.Frontiers in digital health · 2024Article
- Larissa Heart Failure Risk Score and Mode of Death in Acute Heart Failure: Insights from REALITY-AHF.Journal of clinical medicine · 2023Article
- A Simple Clinical Risk Score to Predict Post-Discharge Mortality in Chinese Patients Hospitalized with Heart Failure.Arquivos brasileiros de cardiologia · 2023Article
- Article
Corrections and comments
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Authors and funding
19 authors.
Funding
Abstract
aimsThis study aimed to systematically identify and summarise all risk scores evaluated in the emergency department setting to stratify acute heart failure patients. METHODS AND
resultsA systematic review of PubMed and Web of Science was conducted including all multicentre studies reporting the use of risk predictive models in emergency department acute heart failure patients. Exclusion criteria were: (a) non-original articles; (b) prognostic models without predictive purposes; and (c) risk models without consecutive patient inclusion or exclusively tested in patients admitted to a hospital ward. We identified 28 studies reporting findings on 19 scores: 13 were originally derived in the emergency department (eight exclusively using acute heart failure patients), and six in emergency department and hospitalised patients. The outcome most frequently predicted was 30-day mortality. The performance of the scores tended to be higher for outcomes occurring closer to the index acute heart failure event. The eight scores developed using acute heart failure patients only in the emergency department contained between 4-13 predictors (age, oxygen saturation and creatinine/urea included in six scores). Five scores (Emergency Heart Failure Mortality Risk Grade, Emergency Heart Failure Mortality Risk Grade 30 Day mortality ST depression, Epidemiology of Acute Heart Failure in Emergency department 3 Day, Acute Heart Failure Risk Score, and Multiple Estimation of risk based on Emergency department Spanish Score In patients with Acute Heart Failure) have been externally validated in the same country, and two (Emergency Heart Failure Mortality Risk Grade and Multiple Estimation of risk based on Emergency department Spanish Score In patients with Acute Heart Failure) further internationally validated. The c-statistic for Emergency Heart Failure Mortality Risk Grade to predict seven-day mortality was between 0.74-0.81 and for Multiple Estimation of risk based on Emergency department Spanish Score In patients with Acute Heart Failure to predict 30-day mortality was 0.80-0.84.
conclusionsThere are several scales for risk stratification of emergency department acute heart failure patients. Two of them are accurate, have been adequately validated and may be useful in clinical decision-making in the emergency department i.e. about whether to admit or discharge.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.