Author

Hak-Seung Lee

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Review Oct 2026

Diagnostic accuracy of artificial intelligence (AI)-based models for acute myocardial infarction: a systematic review and meta-analysis.

AIMS Despite continuous improvements in diagnostic tools, the diagnosis of acute myocardial infarction (AMI) is still based on electrocardiogram (ECG) and cardiac biomarkers supported by other non-invasive imaging techniques. However, ECG has limited sensitivity, while high-sensitivity troponin assays may show reduced...

F. Giacobbe, O. de Filippo, M. Petracca et al. · Cardiovascular Research · 0 citations

Open access Sep 2026

Artificial Intelligence-Enabled Electrocardiography Model for Left Ventricular Systolic and Diastolic Dysfunction Predict Incident Atrial Fibrillation in Patients with Sinus Rhythm: A Time-Dependent Analysis

Structural AI-ECG LVSD and LVDD scores from a single sinus-rhythm ECG predict incident AF in a time-dependent manner, with the strongest performance shortly after acquisition and more durable discrimination for LVDD.

Kyung Su Kim, J. Son, Hak-Seung Lee et al. · Diagnostics · 0 citations