IMPROVING HEART FAILURE UNIT READMISSION PREDICTION
نویسندگان
چکیده
منابع مشابه
Prediction and Management of Readmission Risk for Congestive Heart Failure
This position paper investigates the problem of 30-day readmission risk prediction and management for Congestive Heart Failure (CHF), which has been identified as one of the leading causes of hospitalization, especially for adults older than 65 years. The underlying solution is deeply related to using predictive analytics to compute the readmission risk score of a patient, and investigating res...
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Congestive Heart Failure (CHF) is one of the leading causes of hospitalization, and studies show that many of these admissions are readmissions within a short window of time. Identifying CHF patients who are at a greater risk of hospitalization can guide the implementation of appropriate plans to prevent these readmissions. Developing predictive modeling solutions for such disease related risk ...
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In recent years, prediction of 30-day hospital readmission risk received increased interest in the area of Healthcare Predictive Analytics because of high human and financial impact. However, lack of data, high class and feature imbalance, and sparsity of the data make this task so challenging that most of the efforts to produce accurate data-driven readmission predictive models failed. We addr...
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BACKGROUND The goal of this study was to determine if left ventricular (LV) global longitudinal strain (GLS) predicts heart failure (HF) readmission in patients with acute decompensated heart failure. METHODS AND RESULTS Two hundred ninety one patients were enrolled at the time of admission for acute decompensated heart failure between January 2011 and September 2013. Left ventricle global lo...
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BACKGROUND Heart failure (HF) readmission results in substantial expenditure on HF management. This study aimed to evaluate the readmission rate, outcome, and predictors of HF readmission. METHODS Patients with reduced left ventricular ejection fraction (LVEF < 40%) who were admitted for acute decompensation of de novo HF were enrolled to analyze readmission rate, mortality and predictors of ...
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ژورنال
عنوان ژورنال: Journal of the American College of Cardiology
سال: 2017
ISSN: 0735-1097
DOI: 10.1016/s0735-1097(17)34162-1