Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest
نویسندگان
چکیده
منابع مشابه
Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest
Existing models for predicting mortality based on traditional Cox proportional hazard approach (CPH) often have low prediction accuracy. This paper aims to develop a clinical risk model with good accuracy for predicting 1-year mortality in cardiac arrhythmias patients using random survival forest (RSF), a robust approach for survival analysis. 10,488 cardiac arrhythmias patients available in th...
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ژورنال
عنوان ژورنال: Computational and Mathematical Methods in Medicine
سال: 2015
ISSN: 1748-670X,1748-6718
DOI: 10.1155/2015/303250