authors

• Karabayir, Ibrahim
• Dalane W Kitzman, MD
• Herrington, David
• Davis, Robert L
• Akbilgic, Oguz
• Gilbert, Olivia
• Valika, Ali
• Celik, Turgay
• Krishnan, Arunkumar
• Chinthala, Lokesh
• Ambarish Pandey, MD, MSCS
• Soliman, Elsayed Z
• Jefferies, John L

publication date

• July 28, 2026

published in

• Journal of the American Heart Association  Journal

has subject area

• Aged
• Artificial Intelligence
• Classification Algorithms
• Electrocardiography
• Female
• Heart Failure
• Humans
• Male
• Predictive Value of Tests
• Reproducibility of Results
• Stroke Volume
• Ventricular Dysfunction, Left
• Ventricular Function, Left

Keywords

• ECG
• ECG‐AI
• HFpEF
• artificial intelligence
• left ventricular dysfunction

Digital Object Identifier (DOI)

• https://doi.org/10.1161/jaha.124.041948

PubMed ID

• 42517500

start page

end page

volume

• 15

issue

• 15