Data-driven identification of heart failure disease states and progression pathways using electronic health records

Abstract Heart failure (HF) is a leading cause of morbidity, healthcare costs, and mortality. Guideline based segmentation of HF into distinct subtypes is coarse and unlikely to reflect the heterogeneity of etiologies and disease trajectories of patients. While analyses of electronic health records...

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Bibliographic Details
Main Authors: Tasha Nagamine, Brian Gillette, John Kahoun, Rolf Burghaus, Jörg Lippert, Mayur Saxena
Format: Article
Language:English
Published: Nature Portfolio 2022-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-22398-4