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An ECG biomarker for sudden cardiac death discovered with deep learning.

Nature·July 1, 2026·PMID 42343137

Why it matters

Current SCD risk stratification relies heavily on LVEF, which misses most events and leads to unnecessary ICD implants. This ECG-based biomarker could substantially improve risk prediction, potentially guiding more targeted defibrillator therapy and reducing both undertreatment and overtreatment.

Infographic summary of An ECG biomarker for sudden cardiac death discovered with deep learning.
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