Phenotypic Trajectories From Acute to Stable Phase in Heart Failure With Preserved Ejection Fraction: Insights From the PURSUIT‐HFpEF Study

Phenotypic Trajectories From Acute to Stable Phase in Heart Failure With Preserved Ejection Fraction: Insights From the PURSUIT‐HFpEF Study

Background Using machine learning for the phenotyping of patients with heart failure with preserved ejection fraction (HFpEF) has emerged as a novel approach to understanding the pathophysiology and stratifying the patients. Our objective is to perform phenotyping of patients with HFpEF in stable ph...

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Main Authors: Yuki Matsuoka, Yohei Sotomi, Daisaku Nakatani, Katsuki Okada, Akihiro Sunaga, Hirota Kida, Taiki Sato, Daisuke Sakamoto, Tetsuhisa Kitamura, Sho Komukai, Masahiro Seo, Masamichi Yano, Takaharu Hayashi, Akito Nakagawa, Yusuke Nakagawa, Shunsuke Tamaki, Yoshio Yasumura, Takahisa Yamada, Shungo Hikoso, Yasushi Sakata
Format: Article
Language:English
Published: Wiley 2025-02-01
Series:Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
Subjects:
HFpEF
latent class analysis
machine learning
phenotyping
Online Access:https://www.ahajournals.org/doi/10.1161/JAHA.124.037567
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