Development and validation of a heart failure with preserved ejection fraction cohort using electronic medical records.

Yash R PatelJeremy M RobbinsKatherine E KurganskyTasnim ImranAriela R OrkabyRobert R McLeanYuk-Lam HoKelly ChoJ Michael GazianoLuc DjousseDavid R GagnonJacob Joseph

Published in: BMC cardiovascular disorders (2018)

We developed a sensitive, highly specific algorithm for detecting HFpEF in a large national database. This approach may be applicable to other large EMR databases to identify HFpEF patients.

Keyphrases

end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
prognostic factors
deep learning
emergency department
big data
electronic health record