Frederick H. Epstein

University of Virginia Health System — United States

Medicine · Health Sciences

66h-index13.9kcitations438works3.02yr avg
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Research Topics

Advanced MRI Techniques and Applications(202), Cardiac Imaging and Diagnostics(165), Cardiovascular Function and Risk Factors(110), Cardiovascular Disease and Adiposity(40), Cardiac pacing and defibrillation studies(31)

Publications438 total

CMR Radiomics and AI-ECG Predict Ventricular Arrhythmias and Sudden Cardiac Arrest in Ischemic Heart Disease
Journal of Cardiovascular Magnetic Resonance·2026Open Access
Abstract 4366420: Epicardial Adipose Tissue Biomarkers Are Associated with Myocardial Perfusion in Women with Angina and No Obstructive Coronary Artery Disease: A CMR study
Circulation·2025
Prospective Evaluation of the Cardiovascular Effects of BRAF and MEK Inhibitors in Patients With Melanoma
JACC CardioOncology·2025· 2 citedOpen Access
Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model
Lecture notes in computer science·2025
Fatty acid composition MRI at 1.5T identifies novel epicardial adipose tissue biomarkers of impaired myocardial perfusion in women with ANOCA
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model
arXiv (Cornell University)·2025Open Access
DENSE-Guided Deep Motion Networks Accounted by Large Rotations to Improve Myocardial Strain Analysis from Routine Cine MRI
2025· 1 cited
Scar-Aware Late Mechanical Activation Detection Network for Optimal Cardiac Resynchronization Therapy Planning
2025Open Access
Preclinical magnetic resonance imaging of proinflammatory epicardial adipose tissue: accelerated methods for simultaneous fatty acid composition and relaxation parameter mapping with relationships to tissue biomarkers
Journal of Cardiovascular Magnetic Resonance·2025· 3 citedOpen Access
Semaglutide reverses cardiovascular magnetic resonance indicators of early-stage cardiometabolic HFpEF in obese mice
Journal of Cardiovascular Magnetic Resonance·2025· 1 citedOpen Access
Generative diffusion motion model for improved myocardial strain analysis of cine magnetic resonance images
Journal of Cardiovascular Magnetic Resonance·2025Open Access
Multiparametric cardiac magnetic resonance identifies macrophage nitric oxide synthase 2-mediated benefits of preventive sodium-glucose cotransporter 2 inhibition in a mouse model of metabolic heart disease
Journal of Cardiovascular Magnetic Resonance·2025· 1 citedOpen Access
Improved DENSE-guided deep networks to predict myocardial strain from routine cine magnetic resonance images by accounting for rotation
Journal of Cardiovascular Magnetic Resonance·2025Open Access
SGLT2 inhibition improves novel CMR biomarkers of proinflammatory epicardial adipose tissue, the adenosine coronary microvascular response, and diastolic function in a mouse model of early-stage cardiometabolic HFpEF
Journal of Cardiovascular Magnetic Resonance·2025· 1 citedOpen Access
AI-enhanced prognostication in cardiac resynchronization therapy using displacement encoding with stimulated echoes (DENSE) MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Accelerated Method for Joint Fatty Acid Composition and T1 (FACT) Mapping of Epicardial Adipose Tissue in Mice at 9.4 T
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
LaMoD: Latent Motion Diffusion Model for Myocardial Strain Generation
Lecture notes in computer science·2024· 1 citedOpen Access
Fatty acid composition MRI of epicardial adipose tissue: Methods and detection of proinflammatory biomarkers in ST‐segment elevation myocardial infarction patients
Magnetic Resonance in Medicine·2024· 6 citedOpen Access
In Vivo Quantification of Ascending Thoracic Aortic Aneurysm Wall Stretch Using MRI: Relationship to Repair Threshold Diameter and Ex Vivo Wall Failure Behavior
Journal of Biomechanical Engineering·2024· 2 citedOpen Access
Imaging Ascending Aortic Wall Stretch Using Breath-Held Displacement Encoding with Stimulated Echoes MRI: An Intra-scan Reproducibility Study
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024· 1 cited
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Frequent Co-authors

Christopher M. Kramer(17), Craig H. Meyer(6), Brent A. French(6), Joseph M DiMaria(6), Stuart S. Berr(5), Marcus O. Kjelsberg(4), Wesley D. Gilson(4), Xiaodong Zhong(4), Michael Salerno(4), Zequan Yang(4), Klaus D. Hagspiel(4), Andrew E. Arai(4), Bruce Spottiswoode(3), Sujith Kuruvilla(3), Nancy L. Harthun(3), Arthur Weltman(3), Steven Wolff(3), Benjamin N. Chiang(2), Lawrence V. Perlman(2), Peter Kellman(2)