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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Frank Edelmann

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Open access Sep 2026

Cluster-Based Phenotyping in an HFpEF Population Identifies a Biomarker-High, Atrial-Dysfunction Phenotype with Impaired Quality of Life, Reduced Exercise Capacity and Higher Healthcare Utilization

Background/Objectives: Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous syndrome. Atrial remodeling represents an important dimension of HFpEF beyond the presence of atrial fibrillation (AF). We aimed to identify clinically meaningful atrial phenotypes using unsupervised clustering. Methods: Ov...

S. Haack, Frank Edelmann, F. Spinka et al. · 0 citations

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