FE
Frederick H. Epstein
Magnetic Resonance Imaging, CineMagnetic Resonance ImagingAlgorithmsDENSEVentricular Function, Leftcardiac MRIBlood Pressurecardiac magnetic resonancecardiac resynchronization therapyCardiac Resynchronization Therapy
On Valency
published · living versionsW_8t27bvx9·v1 · currentpublished
GenStrain: Multi-Conditional Generative Diffusion Model To Synthesize High-quality Motion and Strain Maps From Cardiac Magnetic Resonance Images
with Rishov Paul, Sona Ghadimi, Cristiane C. Singulane, Amit R. Patel +1
1 version
Preprints & journals
240 papers in the corpus · 1953–2026Cardiovascular Magnetic Resonance derived Myocardial Strain: Applications, Acquisition Techniques, Analysis, and Reporting. A Scientific Statement of the Society for Cardiovascular Magnetic Resonance, Radiological Society of North America, and European Association of Cardiovascular Imaging of the ESC.42852923 · Gulsin, Gaurav S, Ambale-Venkatesh, Bharath, Axel, Leon et al.2026 · 0 citationsRadiology. 2026;321(1):e261385
Generative Brownian Bridge Diffusion In Motion Space For Enhanced Myocardial Strain Analysis2608.01677v2 · Rishov Paul, Frederick H. Epstein, Miaomiao Zhang2026 · 0 citationsarXiv
Semaglutide Reverses Ectopic Lipid Accumulation, Impaired Myocardial Perfusion Reserve, and Diastolic Dysfunction in a Mouse Model of Cardiometabolic Heart Disease.42090755 · Skacel, Thomas P, Saleh, Nemati R, Pavelec, Caitlin M et al.2026 · 0 citationsJACC. Basic to translational science. 2026;11(6):101554
Cardiac Magnetic Resonance to Define Myocardial Structure in Obesity-Associated Heart Failure.42018051 · Cutts, Jamey A, Epstein, Frederick H, Patel, Amit R2026 · 0 citationsCurrent cardiology reports. 2026;28(1)
Prospective Evaluation of the Cardiovascular Effects of BRAF and MEK Inhibitors in Patients With Melanoma.41065626 · Glen, Claire, Dobbin, Stephen J H, Mangion, Kenneth et al.2026 · 5 citationsJACC. CardioOncology. 2025;7(7):852-866
Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model.42626384 · Deb, Swakshar, Wu, Nian, Epstein, Frederick H et al.2026 · 0 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2026;15968:648-658
SCAR-AWARE LATE MECHANICAL ACTIVATION DETECTION NETWORK FOR OPTIMAL CARDIAC RESYNCHRONIZATION THERAPY PLANNING.41019920 · Xing, Jiarui, Wang, Shuo, Patel, Amit R et al.2026 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
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.40850632 · Bresticker, Julia E, Pavelec, Caitlin M, Echols, John T et al.2025 · 7 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2025;27(2):101947
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.41077251 · Bresticker, Julia E, Pavelec, Caitlin M, Skacel, Thomas P et al.2026 · 4 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2025;27(2):101972
DENSE-GUIDED DEEP MOTION NETWORKS ACCOUNTED BY LARGE ROTATIONS TO IMPROVE MYOCARDIAL STRAIN ANALYSIS FROM ROUTINE CINE MRI.42626382 · Lei, Pengcheng, Xing, Jiarui, Fang, Faming et al.2026 · 1 citationProceedings. IEEE International Symposium on Biomedical Imaging. 2025;2025
In Vivo Quantification of Ascending Thoracic Aortic Aneurysm Wall Stretch Using MRI: Relationship to Repair Threshold Diameter and Ex Vivo Wall Failure Behavior.39225677 · Dong, Huiming, Haraldsson, Henrik, Leach, Joseph et al.2024 · 2 citationsJournal of biomechanical engineering. 2024;146(12)
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation.40123747 · Xing, Jiarui, Jayakumar, Nivetha, Wu, Nian et al.2026 · 2 citationsShape in medical imaging : International Workshop, ShapeMI 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. ShapeMI (Workshop) (2024 : Marrakech, Morocco). 2025;15275:164-177
Fatty acid composition MRI of epicardial adipose tissue: Methods and detection of proinflammatory biomarkers in ST-segment elevation myocardial infarction patients.39323040 · Echols, John T, Wang, Shuo, Patel, Amit R et al.2024 · 9 citationsMagnetic resonance in medicine. 2025;93(2):519-535
Machine learning of ECG waveforms and cardiac magnetic resonance for response and survival after cardiac resynchronization therapy.38850959 · Bivona, Derek J, Ghadimi, Sona, Wang, Yu et al.2024 · 9 citationsComputers in biology and medicine. 2024;178:108627
MULTIMODAL LEARNING TO IMPROVE CARDIAC LATE MECHANICAL ACTIVATION DETECTION FROM CINE MR IMAGES.39371471 · Xing, Jiarui, Wu, Nian, Bilchick, Kenneth C et al.2026 · 5 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Cardiometabolic biomarker patterns associated with cardiac MRI defined fibrosis and microvascular dysfunction in patients with heart failure with preserved ejection fraction.38500750 · Siggins, Connor, Pan, Jonathan A, Löffler, Adrián I et al.2025 · 8 citationsFrontiers in cardiovascular medicine. 2024;11:1334226
Grand Challenges at the Interface of Engineering and Medicine.38415197 · Subramaniam, Shankar, Akay, Metin, Anastasio, Mark A et al.2025 · 25 citationsIEEE open journal of engineering in medicine and biology. 2024;5:1-13
Endurance Exercise Training Mitigates Diastolic Dysfunction in Diabetic Mice Independent of Phosphorylation of Ulk1 at S555.38203804 · Guan, Yuntian, Zhang, Mei, Lacy, Christie et al.2024 · 9 citationsInternational journal of molecular sciences. 2024;25(1)
Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence-review of evidence and proposition of a roadmap to clinical translation.38909656 · Zhang, Qiang, Fotaki, Anastasia, Ghadimi, Sona et al.2024 · 51 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2024;26(2):101051
Cardiac Magnetic Resonance, Electromechanical Activation, Kidney Function, and Natriuretic Peptides in Cardiac Resynchronization Therapy Upgrades.37887856 · Bivona, Derek J, Oomen, Pim J A, Wang, Yu et al.2024 · 1 citationJournal of cardiovascular development and disease. 2023;10(10)
Erratum to "BME 2.0: Engineering the Future of Medicine".37849671 · Miller, Michael I, Brightman, Andrew O, Epstein, Frederick H et al.2026 · 0 citationsBME frontiers. 2023;4:0028
Noninvasive Electrical Mapping Compared with the Paced QRS Complex for Optimizing CRT Programmed Settings and Predicting Multidimensional Response.37674046 · Morales, Frances L, Bivona, Derek J, Abdi, Mohamad et al.2023 · 3 citationsJournal of cardiovascular translational research. 2023;16(6):1448-1460
Progressive Cardiac Metabolic Defects Accompany Diastolic and Severe Systolic Dysfunction in Spontaneously Hypertensive Rat Hearts.37183873 · Li, Jie, Minczuk, Krzysztof, Huang, Qiao et al.2023 · 6 citationsJournal of the American Heart Association. 2023;12(10):e026950
StrainNet: Improved Myocardial Strain Analysis of Cine MRI by Deep Learning from DENSE.37404792 · Wang, Yu, Sun, Changyu, Ghadimi, Sona et al.2025 · 28 citationsRadiology. Cardiothoracic imaging. 2023;5(3):e220196
MULTITASK LEARNING FOR IMPROVED LATE MECHANICAL ACTIVATION DETECTION OF HEART FROM CINE DENSE MRI.40124116 · Xing, Jiarui, Wang, Shuo, Bilchick, Kenneth C et al.2025 · 4 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2023;2023
Improved computation of Lagrangian tissue displacement and strain for cine DENSE MRI using a regularized spatiotemporal least squares method.37008315 · Ghadimi, Sona, Abdi, Mohamad, Epstein, Frederick H2023 · 10 citationsFrontiers in cardiovascular medicine. 2023;10:1095159
Obesity-Induced Coronary Microvascular Disease Is Prevented by iNOS Deletion and Reversed by iNOS Inhibition.37325396 · Shah, Soham A, Reagan, Claire E, Bresticker, Julia E et al.2024 · 21 citationsJACC. Basic to translational science. 2023;8(5):501-514
BME 2.0: Engineering the Future of Medicine.37849657 · Miller, Michael I, Brightman, Andrew O, Epstein, Frederick H et al.2026 · 21 citationsBME frontiers. 2023;4:0001
Compensation for respiratory motion-induced signal loss and phase corruption in free-breathing self-navigated cine DENSE using deep learning.36602032 · Abdi, Mohamad, Bilchick, Kenneth C, Epstein, Frederick H2023 · 13 citationsMagnetic resonance in medicine. 2023;89(5):1975-1989
Cardiac magnetic resonance defines mechanisms of sex-based differences in outcomes following cardiac resynchronization therapy.36186999 · Bivona, Derek J, Tallavajhala, Srikar, Abdi, Mohamad et al.2024 · 7 citationsFrontiers in cardiovascular medicine. 2022;9:1007806
Accelerated fatty acid composition MRI of epicardial adipose tissue: Development and application to eplerenone treatment in a mouse model of obesity-induced coronary microvascular disease.35726367 · Shah, Soham A, Echols, John T, Sun, Changyu et al.2022 · 18 citationsMagnetic resonance in medicine. 2022;88(4):1734-1747
Machine learning for multidimensional response and survival after cardiac resynchronization therapy using features from cardiac magnetic resonance.36340495 · Bivona, Derek J, Tallavajhala, Srikar, Abdi, Mohamad et al.2026 · 14 citationsHeart rhythm O2. 2022;3(5):542-552
A Slice-Low-Rank Plus Sparse (slice-L + S) Reconstruction Method for k-t Undersampled Multiband First-Pass Myocardial Perfusion MRI.35608225 · Sun, Changyu, Robinson, Austin, Wang, Yu et al.2022 · 7 citationsMagnetic resonance in medicine. 2022;88(3):1140-1155
Reproducibility of global and segmental myocardial strain using cine DENSE at 3 T: a multicenter cardiovascular magnetic resonance study in healthy subjects and patients with heart disease.35369885 · Auger, Daniel A, Ghadimi, Sona, Cai, Xiaoying et al.2022 · 30 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2022;24(1):23
Cardiac Magnetic Resonance Assessment of Response to Cardiac Resynchronization Therapy and Programming Strategies.34419391 · Gao, Xu, Abdi, Mohamad, Auger, Daniel A et al.2022 · 23 citationsJACC. Cardiovascular imaging. 2021;14(12):2369-2383
A kinematic model-based analysis framework for 3D Cine-DENSE-validation with an axially compressed gel phantom and application in sheep before and after antero-apical myocardial infarction.34096083 · Wang, Vicky Y, Tartibi, Mehrzad, Zhang, Yue et al.2021 · 3 citationsMagnetic resonance in medicine. 2021;86(4):2105-2121
Suppression of artifact-generating echoes in cine DENSE using deep learning.34021628 · Abdi, Mohamad, Feng, Xue, Sun, Changyu et al.2021 · 10 citationsMagnetic resonance in medicine. 2021;86(4):2095-2104
Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping.33691739 · Ghadimi, Sona, Auger, Daniel A, Feng, Xue et al.2021 · 41 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2021;23(1):20
High spatial resolution spiral first-pass myocardial perfusion imaging with whole-heart coverage at 3 T.33709415 · Wang, Junyu, Yang, Yang, Weller, Daniel S et al.2021 · 17 citationsMagnetic resonance in medicine. 2021;86(2):648-662
Molecular Mechanisms of Adenosine Stress T1 Mapping.33706537 · Shah, Soham A, Reagan, Claire E, French, Brent A et al.2021 · 14 citationsCirculation. Cardiovascular imaging. 2021;14(3):e011774
Deep Networks to Automatically Detect Late-activating Regions of the Heart2012.04000v1 · Jiarui Xing, Sona Ghadimi, Mohammad Abdishektaei et al.2020 · 8 citationsarXiv
Displacement Encoding With Stimulated Echoes Enables the Identification of Infarct Transmurality Early Postmyocardial Infarction.32720405 · Mangion, Kenneth, Loughrey, Christopher M, Auger, Daniel A et al.2021 · 3 citationsJournal of magnetic resonance imaging : JMRI. 2020;52(6):1722-1731
Nitroxide-enhanced MRI of cardiovascular oxidative stress.32648316 · Shah, Soham A, Cui, Sophia X, Waters, Christopher D et al.2021 · 14 citationsNMR in biomedicine. 2020;33(9):e4359
Cardiac MRI Myocardial Functional and Tissue Characterization Detects Early Cardiac Dysfunction in a Mouse Model of Chemotherapy-Induced Cardiotoxicity.32567177 · Naresh, Nivedita K, Misener, Sol, Zhang, Zhouli et al.2021 · 16 citationsNMR in biomedicine. 2020;33(9):e4327
Metformin Improves Cardiac Metabolism and Function, and Prevents Left Ventricular Hypertrophy in Spontaneously Hypertensive Rats.32248762 · Li, Jie, Minćzuk, Krzysztof, Massey, James C et al.2021 · 36 citationsJournal of the American Heart Association. 2020;9(7):e015154
CMR DENSE and the Seattle Heart Failure Model Inform Survival and Arrhythmia Risk After CRT.31864974 · Bilchick, Kenneth C, Auger, Daniel A, Abdishektaei, Mohammad et al.2021 · 34 citationsJACC. Cardiovascular imaging. 2020;13(4):924-936
Non-Cartesian slice-GRAPPA and slice-SPIRiT reconstruction methods for multiband spiral cardiac MRI.31565819 · Sun, Changyu, Yang, Yang, Cai, Xiaoying et al.2021 · 16 citationsMagnetic resonance in medicine. 2020;83(4):1235-1249
Frequency of Coronary Microvascular Dysfunction and Diffuse Myocardial Fibrosis (Measured by Cardiovascular Magnetic Resonance) in Patients With Heart Failure and Preserved Left Ventricular Ejection Fraction.31575425 · Löffler, Adrián I, Pan, Jonathan A, Balfour, Pelbreton C et al.2020 · 49 citationsThe American journal of cardiology. 2019;124(10):1584-1589
Metabolic Changes in Spontaneously Hypertensive Rat Hearts Precede Cardiac Dysfunction and Left Ventricular Hypertrophy.30764689 · Li, Jie, Kemp, Brandon A, Howell, Nancy L et al.2020 · 89 citationsJournal of the American Heart Association. 2019;8(4):e010926
The feasibility of a novel limited field of view spiral cine DENSE sequence to assess myocardial strain in dilated cardiomyopathy.30694416 · Tayal, Upasana, Wage, Ricardo, Ferreira, Pedro Filipe et al.2019 · 16 citationsMagma (New York, N.Y.). 2019;32(3):317-329
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