ArticleJournal of the American Heart Association2018
Risk Score to Predict Need for Intensive Care in Initially Hemodynamically Stable Adults With Non-ST-Segment-Elevation Myocardial Infarction.
Article in Journal of the American Heart Association, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 37 citations in OpenAlex.
- Predicting complications in emergency department patients with acute coronary syndrome - Existing risk scores versus a new logistic regression model.American heart journal plus : cardiology research and practice · 2026Article
- One-year clinical events according to frailty in older patients with non-ST elevation acute coronary syndrome undergoing coronary angiography: an analysis of the IMPACT-TIMING-GO study.Journal of geriatric cardiology : JGC · 2025Article
- Usefulness of the ACTION ICU score to predict complications requiring critical care in Mexican patients with non-ST-segment elevation myocardial infarction.Archivos de cardiologia de Mexico · 2025Observational
- Factors influencing major adverse cardiac events among people with acute coronary syndrome admitted to a tertiary hospital in Northeastern Thailand: A cross-sectional study.Belitung nursing journal · 2025Article
- Association between the shock index on admission and in-hospital mortality in the cardiac intensive care unit.PloS one · 2024Article
- Identification of Low- versus High-Risk Acute Coronary Syndrome for a Selective ECG Monitoring Strategy.Journal of clinical medicine · 2023Article
- Management of Acute Coronary Syndrome in the Older Adult Population: A Scientific Statement From the American Heart Association.Circulation · 2023Review
- Incidence and Predictors of Adverse Events Among Initially Stable ST-Elevation Myocardial Infarction Patients Following Primary Percutaneous Coronary Intervention.Journal of the American Heart Association · 2022Article
- Using the Zwolle Risk Score at Time of Coronary Angiography to Triage Patients With ST-Elevation Myocardial Infarction Following Primary Percutaneous Coronary Intervention or Thrombolysis.Journal of the American Heart Association · 2022Article
- A machine learning model to predict critical care outcomes in patient with chest pain visiting the emergency department.BMC emergency medicine · 2021Article
- Risk stratification vs routine intensive care stay in non ST segment elevation myocardial infarction (NSTEMI).European journal of internal medicine · 2020Article
- Association Between Intensive Care Unit Usage and Long-Term Medication Adherence, Mortality, and Readmission Among Initially Stable Patients With Non-ST-Segment-Elevation Myocardial Infarction.Journal of the American Heart Association · 2020Observational
- Hyperuricemia is a Risk Factor for One-Year Overall Survival in Elderly Female Patients with Acute Coronary Syndrome.Cardiovascular therapeutics · 2020Article
- Acute and 1-Year Hospitalization Costs for Acute Myocardial Infarction Treated With Percutaneous Coronary Intervention: Results From the TRANSLATE-ACS Registry.Journal of the American Heart Association · 2019Article
- Value of ACEF-II Score in Predicting Major Adverse Cardiac Events in Patients With Non-ST-Segment Elevation Myocardial Infarction and Unstable Angina.Texas Heart Institute journalArticle
Corrections and comments
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Authors and funding
11 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIntensive care unit (ICU) use for initially stable patients presenting with non-ST-segment-elevation myocardial infarction (NSTEMI) varies widely across hospitals and minimally correlates with severity of illness. We aimed to develop a bedside risk score to assist in identifying high-risk patients with NSTEMI for ICU admission. METHODS AND
resultsUsing the Acute Coronary Treatment and Intervention Outcomes Network (ACTION) Registry linked to Medicare data, we identified patients with NSTEMI aged ≥65 years without cardiogenic shock or cardiac arrest on presentation. Complications requiring ICU care were defined as subsequent development of cardiac arrest, shock, high-grade atrioventricular block, respiratory failure, stroke, or death during the index hospitalization. We developed and validated a model and integer risk score (Acute Coronary Treatment and Intervention Outcomes Network (ACTION) ICU risk score) that uses variables present at hospital admission to predict requirement for ICU care. Of 29 973 patients with NSTEMI, 4282 (14%) developed a complication requiring ICU-level care, yet 12 879 (43%) received care in an ICU. Signs or symptoms of heart failure, initial heart rate, initial systolic blood pressure, initial troponin, initial serum creatinine, prior revascularization, chronic lung disease, ST-segment depression, and age had statistically significant associations with requirement for ICU care after adjusting for other risk factors. The ACTION ICU risk score had a C-statistic of 0.72. It identified 11% of patients as having very high risk (>30%) of developing complications requiring ICU care and 49% as having low likelihood (<10%) of requiring an ICU.
conclusionsThe ACTION ICU risk score quantifies the risk of initially stable patients with NSTEMI developing a complication requiring ICU care, and could be used to more effectively allocate limited ICU resources.
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