Accelerated cardiac T1 mapping in four heartbeats with inline MyoMapNet: a deep learning-based T1 estimation approach R Guo, H El-Rewaidy, S Assana, X Cai, A Amyar, K Chow, X Bi, ... Journal of Cardiovascular Magnetic Resonance 24 (1), 6, 2022 | 30 | 2022 |
Accelerated cardiac MRI cine with use of resolution enhancement generative adversarial inline neural network S Yoon, S Nakamori, A Amyar, S Assana, J Cirillo, MA Morales, K Chow, ... Radiology 307 (5), e222878, 2023 | 12 | 2023 |
Impact of deep learning architectures on accelerated cardiac T1 mapping using MyoMapNet A Amyar, R Guo, X Cai, S Assana, K Chow, J Rodriguez, T Yankama, ... NMR in Biomedicine 35 (11), e4794, 2022 | 12 | 2022 |
Scanner‐Independent MyoMapNet for Accelerated Cardiac MRI T1 Mapping Across Vendors and Field Strengths A Amyar, AS Fahmy, R Guo, K Nakata, E Sai, J Rodriguez, J Cirillo, ... Journal of Magnetic Resonance Imaging 59 (1), 179-189, 2024 | 5 | 2024 |
Comparison of DeepStrain and feature tracking for cardiac MRI strain analysis MA Morales, J Cirillo, K Nakata, S Kucukseymen, LH Ngo, ... Journal of Magnetic Resonance Imaging 57 (5), 1507-1515, 2023 | 4 | 2023 |
MRI Assessment of Myocardial Deformation for Risk Stratification of Major Arrhythmic Events in Patients With Non‐Ischemic Cardiomyopathy Eligible for Primary Prevention … F Ghanbari, J Cirillo, J Rodriguez, J Yue, MA Morales, DB Kramer, ... Journal of Magnetic Resonance Imaging, 2024 | 1 | 2024 |
Myocardial Deformation for Prediction of Major Arrhythmic Events in Patients With Non-Ischemic Cardiomyopathy and Primary Prevention Implantable Cardioverter Defibrillators F Ghanbari, J Cirillo, J Rodriguez, J Yue, DB Kramer, MA Morales, L Ngo, ... Circulation 148 (Suppl_1), A15246-A15246, 2023 | | 2023 |
EXPLAINABLE MACHINE LEARNING MODEL FOR RISK STRATIFICATION OF VENTRICULAR ARRHYTHMIA: A CARDIAC MRI STUDY A Fahmy, J Cirillo, J Rodriguez, A Paskavitz, T Sadhwani, JW Waks, ... Journal of the American College of Cardiology 79 (9_Supplement), 1181-1181, 2022 | | 2022 |
Incremental Value of Magnetic Resonance-Based Ventricular and Atrial Strain in Predicting Ventricular Arrhythmia K Nakata, J Cirillo, A Paskavitz, J Rodriguez, T Sadhwani, T Yankama, ... Circulation 144 (Suppl_1), A14170-A14170, 2021 | | 2021 |
Cardiac MR Denoising Inline Neural Network (CaDIN). S Yoon, S Assana, MA Morales, J Cirillo, P Pierce, B Goddu, J Rodriguez, ... | | |
Accelerated Cardiac MR Imaging with Inline Cascaded Parallel Imaging and Generative Adversarial Neural Network (PI-GAN) Framework S Yoon, X Cai, E Sai, S Assana, A Amyar, K Chow, A Paskavitz, J Cirillo, ... | | |