Robert M. Judd

Medicine · Health Sciences

62h-index24.6kcitations196works0.82yr avg
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Research Topics

Cardiac Imaging and Diagnostics(140), Advanced MRI Techniques and Applications(106), Cardiovascular Function and Risk Factors(60), Cardiac Valve Diseases and Treatments(20), Medical Imaging Techniques and Applications(13)

Publications196 total

Leveraging Cardiac MRI to Reveal Sex-Specific Disparities in Aortic Regurgitation Outcomes and Surgical Referral Patterns
Journal of Cardiovascular Magnetic Resonance·2026Open Access
Physics-informed Model Selection for Robust Deep Learning Segmentation of Multi-center Perfusion CMR: Initial Findings from the SCMR Registry
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
Quantification of Extracellular Volume Fraction in Cardiac MRI without Blood Sampling Using Multi-Stage Training Deep Learning
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
NOVEL RISK STRATIFICATION IN CHRONIC AORTIC REGURGITATION: IMPACT OF PHENOTYPIC CLUSTERING TO PREDICT EVENT FREE SURVIVAL AFTER AORTIC VALVE SURGICAL INTERVENTION
Journal of the American College of Cardiology·2025Open Access
HIGHER RISK AT LOWER THRESHOLDS: SEX-SPECIFIC RISK PREDICTION IN AORTIC REGURGITATION USING MULTICENTER SCMR REGISTRY STUDY
Journal of the American College of Cardiology·2025Open Access
Physics-informed deep learning model selection for robust segmentation of multi-center stress perfusion datasets: results from the SCMR registry
Journal of Cardiovascular Magnetic Resonance·2025Open Access
Scaling new heights to define optimal sex-specific criteria for ventricular remodeling in response to chronic aortic regurgitation in a SCMR registry study: The impact of Indexing with height vs body surface area
Journal of Cardiovascular Magnetic Resonance·2025Open Access
Multi-feature deep learning for deriving synthetic hematocrit without blood sampling: Initial results from the SCMR registry
Journal of Cardiovascular Magnetic Resonance·2025· 1 citedOpen Access
Efficient Analysis of Myocardial Perfusion MRI with Human-in-the-loop Dynamic Quality Control: Initial Results Using the SCMR Registry
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
Deformation-ENcoding Transformer (DENT) for High Frame Rate for Phase Contrast 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
Improved Robustness for Deep Learning-based Segmentation of Multi-Center Myocardial Perfusion MRI Datasets Using Data Adaptive Uncertainty-guided Space-time Analysis
arXiv (Cornell University)·2024Open Access
Tissue-Based Predictors of Impaired Right Ventricular Strain in Coronary Artery Disease: A Multicenter Stress Perfusion Study
Circulation Cardiovascular Imaging·2024· 5 citedOpen Access
Deformation-encoding Deep Learning Transformer for High-Frame-Rate Cardiac Cine MRI
Radiology Cardiothoracic Imaging·2024· 4 citedOpen Access
INCREASED ADVERSE OUTCOMES IN WOMEN WITH CHRONIC AORTIC REGURGITATION
Journal of the American College of Cardiology·2024
SEX SPECIFIC DIFFERENCES IN OUTCOMES IN CHRONIC AORTIC REGURGITATION: ONE SIZE DOES NOT FIT ALL
Journal of the American College of Cardiology·2024
The Society for Cardiovascular Magnetic Resonance Registry at 150,000
Journal of Cardiovascular Magnetic Resonance·2024· 4 citedOpen Access
Sex Differences in Left Ventricular Remodeling in Chronic Aortic Regurgitation: A Multicenter Study Using the SCMR Registry
Journal of Cardiovascular Magnetic Resonance·2024Open Access
Improved robustness for deep learning-based segmentation of multi-center myocardial perfusion cardiovascular MRI datasets using data-adaptive uncertainty–guided space-time analysis
Journal of Cardiovascular Magnetic Resonance·2024· 1 citedOpen Access
Automatic Segmentation of Multi-center Multi-field-strength Perfusion CMR Datasets with Deep Learning-based Uncertainty-guided Analysis: Preliminary Findings Using the SCMR Registry
Journal of Cardiovascular Magnetic Resonance·2024· 1 citedOpen Access
Sex-based Differences in Left Ventricular Remodeling in Patients with Chronic Aortic Regurgitation Referred for Aortic Valve Surgery: A Multicenter SCMR Registry Study
Journal of Cardiovascular Magnetic Resonance·2024Open Access
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Frequent Co-authors

Raymond J. Kim(39), Michele Parker(23), Dipan J. Shah(15), Francis J. Klocke(14), Igor Klem(14), Robert O. Bonow(12), Han W. Kim(11), David S. Fieno(9), John F. Heitner(8), Edwin Wu(7), Enn-Ling Chen(7), Heiko Mahrholdt(7), Michael D. Elliott(7), Wolfgang Rehwald(6), Orlando P. Simonetti(5), João A.C. Lima(5), Anja Wagner(5), Jonathan W. Weinsaft(5), Kathleen R. Harris(4), Elias A. Zerhouni(4)