External validation of a claims-based model to predict left ventricular ejection fraction class in patients with heart failure.

Mufaddal MahesriKristyn ChinAbheenava KumarAditya BarveRachel StuderRaquel LahozRishi J Desai

Published in: PloS one (2021)

The successful validation of the Medicare claims-based model provides evidence that this model may be used to identify patient subgroups with specific EF class in commercial claims databases as well.

Keyphrases

ejection fraction
health insurance
left ventricular
aortic stenosis
machine learning
acute myocardial infarction
coronary artery disease
big data
deep learning
hypertrophic cardiomyopathy