Journal Club
Join us as we discuss current literature in cardiovascular imaging.Siyeop Yoon, PhD will present the following article: Saharia C et al. Palette: Image-to-Image Diffusion Models. ACM SIGGRAPH; 2022 August 8-11.
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Journal Club
Join us as we discuss current literature in cardiovascular imaging.Shiro Nakamori, MD, PhD will present the following article: Jin, X et al. Epicardial adipose tissue related to left atrial and ventricular function in heart failure with preserved versus reduced and mildly reduced ejection fraction...
Journal Club
Join us as we discuss current literature in cardiovascular imaging.Forough Yazdanian, MD will present the following article: Wong, C et al. Epicardial fat and atrial fibrillation: current evidence, potential mechanisms, clinical implications, and future directions. European Heart Journal 2017; 38...
Publication Details:
An Explainable Machine Learning Approach Reveals Prognostic Significance of Right Ventricular Dysfunction in Nonischemic Cardiomyopathy Fahmy AS, Csecs I, Arafati A, Assana S, Yankama TT, Al-Otaibi T, Rodriguez J, Chen YY, Ngo LH, Manning WJ, Kwong RY, Nezafat R. Abstract Objectives: We implemented...
Open Source Software
The Harvard Cardiovascular MR Center strives to make its research widely accesible through the sharing of open source codes and datasets whenever possible. Codes You can find codes on our lab's GitHub. To see all of our available project repositories, please click here. Data You can find datasets...
An inline deep learning based free-breathing ECG-free cine for exercise cardiovascular magnetic resonance
Morales, Manuel, Salah Assana, Xiaoying Cai, Kelvin Chow, Hassan Haji-Valizadeh, Eiryu Sai, Connie Tsao, et al. 2022. “An Inline Deep Learning Based Free-Breathing ECG-Free Cine for Exercise Cardiovascular Magnetic Resonance”. Journal of Cardiovascular Magnetic Resonance 24 (47): 1-14.
Negative Synergism of Diabetes Mellitus and Obesity on the Myocardium in Patients with Heart Failure with Preserved Ejection Fraction: A Cardiovascular Magnetic Resonance Study
Kucukseymen, Selcuk, Ulf Neisius, CW Tsao, and Reza Nezafat. 2019. “Negative Synergism of Diabetes Mellitus and Obesity on the Myocardium in Patients With Heart Failure With Preserved Ejection Fraction: A Cardiovascular Magnetic Resonance Study”. In: American Heart Association (AHA) Scientific Sessions, Philadelphia, PA.
A Deep Learning-Based Cardiovascular Magnetic Resonance Native T1 Scar Prediction Model in Hypertrophic Cardiomyopathy
Neisius, Ulf, AS Fahmy, Hossam El-Rewaidy, Shiro Nakamori, WJ Manning, and Reza Nezafat. 2019. “A Deep Learning-Based Cardiovascular Magnetic Resonance Native T1 Scar Prediction Model in Hypertrophic Cardiomyopathy”. In: American Heart Association (AHA) Scientific Sessions, Philadelphia, PA.
Ultrafast Reconstruction of UnderSampled (URUS) 3D CMR Imaging via Deep Complex Neural Network
El-Rewaidy, Hossam, Tamer Basha, Mehmet Akçakaya, WJ Manning, and Reza Nezafat. 2019. “Ultrafast Reconstruction of UnderSampled (URUS) 3D CMR Imaging via Deep Complex Neural Network”. In: Proceedings from the 22nd Annual Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions.
CMR characterization of myocardial tissue injury in a swine model of anthracycline-induced cardiotoxicity: A histological validation
Nakamori, Shiro, Jihye Jang, Tschabrunn, Patrick Pierce, Beth Goddu, Jennifer Rodriguez, WJ Manning, and Reza Nezafat. 2019. “CMR Characterization of Myocardial Tissue Injury in a Swine Model of Anthracycline-Induced Cardiotoxicity: A Histological Validation”. In: Proceedings from the 22nd Annual Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions, Bellevue, WA.