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K. Miyazawa

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Open access Oct 2026

Multimodal prediction of incident heart failure using clinical data, polygenic risk scores, and electrocardiogram-based artificial intelligence

Heart failure (HF) is a progressive syndrome associated with high morbidity and mortality. The presence of clinically overt HF is a marker of worsening prognosis, highlighting opportunities for upstream prevention targeting at-risk individuals. Several methods to predict future HF exist, including clinical risk f...

A. Shahid, S. Kany, S. Friedman et al. · 0 citations

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