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Comparison of Complex k-Space Data and Magnitude-Only for Training of Deep Learning-Based Artifact Suppression for Real-Time Cine MRI

Publication: Journal Article

Haji-Valizadeh, Hassan, Rui Guo, Selcuk Kucukseymen, Yankama Tuyen, Jennifer Rodriguez, Amanda Paskavitz, Patrick Pierce, Beth Goddu, Long H. Ngo, and Reza Nezafat. 2021. “Comparison of Complex K-Space Data and Magnitude-Only for Training of Deep Learning-Based Artifact Suppression for Real-Time Cine MRI”. Frontiers in Physics 9.

Free-breathing simultaneous myocardial T1 and T2 mapping with whole left ventricle coverage

Publication: Journal Article

Guo, Rui, Xiaoying Cai, Selcuk Kucukseymen, Jennifer Rodriguez, Amanda Paskavitz, Patrick Pierce, Beth Goddu, Richard B. Thompson, and Reza Nezafat. 2020. “Free-Breathing Simultaneous Myocardial T1 and T2 Mapping With Whole Left Ventricle Coverage”. Magnetic Resonance in Medicine 85 (3): 1308-21.

Neal Whitehead, RN

Person: Clinical Research Nurse

Salah Assana

Person: Research Assistant II, Mentor: Reza Nezafat, Ph.D.

EDUCATION: Master of Science, 2020, Massachusetts Institute of Technology Bachelor in Computer Science, 2017, University of Virginia Associate in Computer Science, 2015, Northern Virginia Community College INTERESTS: Medical Imaging Signal Processing Artificial Intelligence

Journal Club

Events: Wednesday, Jun 23, 2021, 07:00am -Wednesday, Jun 23, 2021, 08:00am

Join us as we discuss current literature in cardiovascular imaging.Ahmed Fahmy, PhD will present the following article: Kwon YJ, Toussie D, Finkelstein M, et al. Combining Initial Radiographs and Clinical Variables Improves Deep Learning Prognostication in Patients with COVID-19 from the Emergency...

Journal Club

Events: Wednesday, Jul 28, 2021, 07:00am -Wednesday, Jul 28, 2021, 08:00am

Join us as we discuss current literature in cardiovascular imaging.Narjes Jaafar, MD will present the following article: Antiochos P et al. Evaluation of Stress Cardiac Magnetic Resonance Imaging in Risk Reclassification of Patients with Suspected Coronary Artery Disease. JAMA Cardiol. 2020; 5(12)...

Journal Club

Events: Wednesday, Aug 25, 2021, 07:00am -Wednesday, Aug 25, 2021, 08:00am

Join us as we discuss current literature in cardiovascular imaging.Rui Guo, PhD will present the following article: Qiu S, et al. Multiparametric mapping in the brain from conventional contrast-weighted images using deep learning. Magnetic Resonance in Medicine 2021. doi: 10.1002/mrm.28962

Journal Club

Events: Wednesday, Nov 17, 2021, 06:00am -Wednesday, Nov 17, 2021, 07:00am

Join us as we discuss current literature in cardiovascular imaging.Ahmed Fahmy, PhD will present the following article: Elmarakeby HA, et al. Biologically informed deep neural network for prostate cancer discover. Nature 2021; 598: 348-352. doi.org/10.1038/s41586-021-03922-4

Journal Club

Events: Tuesday, Jan 19, 2021, 10:00am -Tuesday, Jan 19, 2021, 11:00am

Join us as we discuss current literature in cardiovascular imaging.Rui Guo, PhD will present the following article: Huang Q et al. Dynamic MRI reconstruction with end-to-end motion-guided network. Medical Image Analysis 2020; 68 (2021). doi:10.1016/j.media.2020.101901