April 12, 2023Open Access

Heart Failure with Preserved Ejection Fraction Phenogroup Classification Using Machine Learning

Structured PICO

Can machine learning successfully stratify Japanese HFpEF patients into distinct phenogroups?

Population

Japanese HFpEF patients

Intervention

Machine learning phenogroup classification

Outcome

Stratification into phenogroups

Machine learning can successfully identify distinct clinical phenogroups in Japanese patients with HFpEF, which may aid in personalized management.

Abstract

ML could successfully stratify Japanese HFpEF patients into three phenogroups (atherosclerosis and chronic kidney disease, atrial fibrillation, and younger and left ventricular hypertrophy groups).

Heart Failure with Preserved Ejection Fraction Phenogroup Classification Using Machine Learning

Structured PICO

Abstract

Cite This Study

Also Consider

Also Consider