Article

ECG-derived age deviation predicts cardiovascular diseases across lead configurations and cohorts

2026-06-08

Abstract excerpt

Cardiovascular diseases (CVDs) remain the primary global health burden, motivating the search for robust, non-invasive risk biomarkers. We harness a foundation model pretrained on over 10 million recordings, to evaluate ECG-derived age deviation as a cross-cohort biomarker of CVD burden. A predictive model, trained exclusively on healthy subjects, achieved accurate age prediction. Diseased subjects exhibited signi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 0bfcf8e3-b409-544b-b35d-b4bd18e07338
DOI: 10.64898/2026.06.05.26354974

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

ECG-derived age deviation predicts cardiovascular diseases across lead configurations and cohortsDOI 10.64898/2026.06.05.26354974Read

Association between AI-Based Electrocardiographic Age from Wearable Devices and Atrial Fibrillation: The PROPHECG-Age Single StudySemantic proximity Read

Advanced ECG heart age estimation applicable to both sinus and non-sinus rhythm associates with cardiovascular risk, cardiovascular morbidity, and survivalSemantic proximity Read

Circadian Patterns of Wearable-Derived Electrocardiographic Age and Left Atrial Remodeling in AF-Naïve IndividualsSemantic proximity Read

Deep learning-derived cardiovascular age shares a genetic basis with other cardiac phenotypesSemantic proximity Read

Artificial intelligence–enabled electrocardiogram for mortality and cardiovascular risk estimation: An actionable, explainable and biologically plausible platformSemantic proximity Read

Dissecting heart age using cardiac magnetic resonance videos, electrocardiograms, biobanks, and deep learningSemantic proximity Read

Deep learning-derived cardiovascular age shares a genetic basis with other cardiac phenotypes.Semantic proximity Read

Environmental and genetic predictors of human cardiovascular ageingSemantic proximity Read

Environmental and genetic predictors of human cardiovascular ageingSemantic proximity Read

Prospective Validation of a Deep Learning Model to Detect Structural Heart Disease from Apple Watch ECGs: The WATCH-SHD StudySemantic proximity Read

Development and Multinational Validation of Artificial Intelligence-Enabled ASCVD Risk Stratification Using ElectrocardiogramsSemantic proximity Read

Advances in Interpretation of Electrocardiogram by Artificial IntelligenceSemantic proximity Read