Emerging Roles for Artificial Intelligence in Heart Failure Imaging

Authors

Andrew J. Bradley, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA. Electronic address: abradley@mfa.gwu.edu.
Malik Ghawanmeh, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Ashley M. Govi, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Pedro Covas, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA.
Gurusher Panjrath, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA. Electronic address: https://twitter.com/PanjrathG.
Andrew D. Choi, Division of Cardiology, Department of Medicine, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA. Electronic address: https://twitter.com/AChoiHeart.

Document Type

Journal Article

Publication Date

10-1-2023

Journal

Heart failure clinics

Volume

19

Issue

4

DOI

10.1016/j.hfc.2023.03.005

Keywords

Artificial intelligence; Cardiac imaging; Cardiomyopathy; Heart failure; Machine learning

Abstract

Artificial intelligence (AI) applications are expanding in cardiac imaging. AI research has shown promise in workflow optimization, disease diagnosis, and integration of clinical and imaging data to predict patient outcomes. The diagnostic and prognostic paradigm of heart failure is heavily reliant on cardiac imaging. As AI becomes increasingly validated and integrated into clinical practice, AI influence on heart failure management will grow. This review discusses areas of current research and potential clinical applications in AI as applied to heart failure cardiac imaging.

APA Citation

Bradley, Andrew J.; Ghawanmeh, Malik; Govi, Ashley M.; Covas, Pedro; Panjrath, Gurusher; and Choi, Andrew D., "Emerging Roles for Artificial Intelligence in Heart Failure Imaging" (2023). GW Authored Works. Paper 3690.
https://hsrc.himmelfarb.gwu.edu/gwhpubs/3690

Department

Medicine