12-lead ECG

Biomarker1 paper1 finding

  • Humans1

Associations

1

Significant CAC

upin humans1

1 study
  1. 12-lead ECG predicts significant CAC in humans (grand mean AUC of 0.8211 (95% CI: 0.8018–0.8404)).

    HumansAgatston score ≥100n = 382

    Automated Detection of Coronary Artery Calcification via Machine Learning Analysis of 12-Lead Electrocardiograms · Preprints.org · 22 Sep 2026 · Preprint

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medRxivHumansPreprint

AI-based ECG detects and predicts hypertrophic cardiomyopathy

In 1,095 sarcomere variant carriers, an AI-ECG model detected cardiomyopathy with an AUROC of 0.91 and predicted future disease with a hazard ratio of…In 1,095 sarcomere variant carriers, an AI-ECG model detected cardiomyopathy with an AUROC of 0.91 and predicted future disease with a hazard ratio of 1.55.