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Association Between Left Ventricular Mechanical Deformation and Myocardial Fibrosis in Nonischemic Cardiomyopathy

Publication: Journal Article

Csecs, Ibolya, Farhad Pashakhanloo, Amanda Paskavitz, Jihye Jang, Talal Al-Otaibi, Ulf Neisius, Warren Manning, and Reza Nezafat. 2020. “Association Between Left Ventricular Mechanical Deformation and Myocardial Fibrosis in Nonischemic Cardiomyopathy”. Journal of the American Heart Association 9 (19).

Improved Quantification of Myocardium Scar in Late Gadolinium Enhancement Images: Deep Learning Based Image Fusion Approach

Publication: Journal Article

Fahmy, Ahmed, Ethan Rowin, Raymond Chan, Warren Manning, Martin Maron, and Reza Nezafat. 2021. “Improved Quantification of Myocardium Scar in Late Gadolinium Enhancement Images: Deep Learning Based Image Fusion Approach”. Journal of Magnetic Resonance Imaging.

Reproducibility of Segmentation-based Myocardial Radiomic Features with Cardiac MRI

Publication: Journal Article

Jang, Jihye, Long Ngo, Jennifer Mancio, Selcuk Kucukseymen, Jennifer Rodriguez, Patrick Pierce, Beth Goddu, and Reza Nezafat. 2020. “Reproducibility of Segmentation-Based Myocardial Radiomic Features With Cardiac MRI”. Radiology: Cardiothoracic Imaging.

A Deep Learning Based Model for Predicting Heart Failure in Hypertrophic Cardiomyopathy Patients with Left Ventricular Outflow Tract Obstruction

Publication: Conference Proceedings

Fahmy, AS, EJ Rowin, WJ Manning, MS Maron, and Reza Nezafat. 2019. “A Deep Learning Based Model for Predicting Heart Failure in Hypertrophic Cardiomyopathy Patients With Left Ventricular Outflow Tract Obstruction”. In: American Heart Association (AHA) Scientific Sessions, Philadelphia, PA.

Transfer Learning Based Automated Myocardial T2 and Extracellular Volume Quantification

Publication: Conference Proceedings

Zhu, AS Fahmy, Duan, and Reza Nezafat. 2019. “Transfer Learning Based Automated Myocardial T2 and Extracellular Volume Quantification”. In: Proceedings from the 27th Annual Meeting of the International Society of Magnetic Resonance in Medicine (ISMRM), Montreal, QC, Canada.

Non-Contrast Myocardial Viability Assessment using a Hybrid Native T1 and Magnetization Transfer Imaging Sequence

Publication: Conference Proceedings

Duan, Chong, Yanjie Zhu, Jihye Jang, Jennifer Rodriguez, Ulf Neisius, AS Fahmy, and Reza Nezafat. 2019. “Non-Contrast Myocardial Viability Assessment Using a Hybrid Native T1 and Magnetization Transfer Imaging Sequence”. In: Proceedings from the 22nd Annual Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions, Bellevue, WA.

Multiparametric mapping approach in the detection of subclinical cardiac involvement in systemic sarcoidosis

Publication: Conference Proceedings

Nakamori, Shiro, Ulf Neisius, Maryam Nezafat, Jihye Jang, Long Ngo, WJ Manning, and Reza Nezafat. 2019. “Multiparametric Mapping Approach in the Detection of Subclinical Cardiac Involvement in Systemic Sarcoidosis”. In: Proceedings from the 22nd Annual Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions, Bellevue, WA.

Self-Supervised Physics-Guided Deep Learning Reconstruction for High-Resolution 3D LGE CMR

Publication: Conference Proceedings

Yaman, Shenoy, Deng, Moeller, Hossam El-Rewaidy, and Reza Nezafat. 2021. “Self-Supervised Physics-Guided Deep Learning Reconstruction for High-Resolution 3D LGE CMR”. In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France.

Marcel Beetz, B.S.

Person: Visiting Research Student, Mentor: Reza Nezafat, Ph.D.

Marcel Beetz was a visiting research student from Germany in Dr. Nezafat's laboratory from 2017-2018. He is currently completing his MSc degree in Informatics in the Department of Computer Science at the Technical University of Munich. His research interests include applying machine learning and...

Jordan B. Strom, M.D., M.Sc.

Person: Assistant Professor of Medicine, Harvard Medical School, Division of Cardiovascular Medicine

Dr. Jordan Strom is Assistant Professor of Medicine at Harvard Medical School and a non-invasive cardiologist, specializing in echocardiography and cardiovascular magnetic resonance imaging at Beth Israel Deaconess Medical Center. He received his B.S. in Biology from Yale University and an M.D. from...