AI-ECG
Biomarker1 paper3 findings
Effects
3Heart-failure risk discrimination
upin humans1
1 study
Heart-failure risk discrimination
upin humans1
AI-ECG improves heart-failure risk discrimination in humans.
Reviewadded to PREVENT-HF in population cohorts
Artificial intelligence-enabled electrocardiography for assessment of left ventricular systolic dysfunction in the era of foundation models · Frontiers in cardiovascular medicine · 24 Aug 2026
Diagnostic yield
upin humans1
1 study
Diagnostic yield
upin humans1
AI-ECG improves diagnostic yield in humans.
Reviewin non-cardiology inpatient wards
Artificial intelligence-enabled electrocardiography for assessment of left ventricular systolic dysfunction in the era of foundation models · Frontiers in cardiovascular medicine · 24 Aug 2026
New low-ejection-fraction diagnoses
upin humans1
1 study
New low-ejection-fraction diagnoses
upin humans1
AI-ECG increases new low-ejection-fraction diagnoses in humans.
Reviewin primary care
Artificial intelligence-enabled electrocardiography for assessment of left ventricular systolic dysfunction in the era of foundation models · Frontiers in cardiovascular medicine · 24 Aug 2026
Latest
28AI-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.