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64 results found

Automated Analysis for Myocardial T2 and ECV Mapping based on Transfer Learning

Publication: Conference Proceedings

Zhu, Yanjie, AS Fahmy, Chong Duan, Shiro Nakamori, and Reza Nezafat. 2019. “Automated Analysis for Myocardial T2 and ECV Mapping Based on Transfer Learning”. In: Proceedings from the 22nd Annual Society for Cardiovascular Magnetic Resonance (SCMR) Scientific Sessions, Bellevue, WA.

Incremental Role of Left Atrial and Right Ventricular Strains for Predicting Cardiovascular Outcome in Heart Failure Preserved Ejection Fraction Patients: A Machine Learning Approach

Publication: Journal Article

Kucukseymen, Selcuk, Arghavan Arafati, Talal Al-Otaibi, Hossam El-Rewaidy, WJ Manning, and Reza Nezafat. 2021. “Incremental Role of Left Atrial and Right Ventricular Strains for Predicting Cardiovascular Outcome in Heart Failure Preserved Ejection Fraction Patients: A Machine Learning Approach”. Journal of the American College of Cardiology 77 (18): 1268.

Journal Club

Events: Wednesday, Feb 16, 2022, 06:00am -Wednesday, Feb 16, 2022, 07:00am

Join us as we discuss current literature in cardiovascular imaging.Amine Amyar, PhD will present the following article: Hoffman M, et al. SynthMorph: learning contrast-invariant registration without acquired images. IEEE Transactions on Medical imaging 2017.

Journal Club

Events: Wednesday, Aug 31, 2022, 07:00am -Wednesday, Aug 31, 2022, 08:00am

Join us as we discuss current literature in cardiovascular imaging.Salah Assana, MS will present the following article: Rocha, B.M.L., Cunha, G.J.L., Freitas, P. et al. Measuring lung water adds prognostic value in heart failure patients undergoing cardiac magnetic resonance. Scientific Reports 2021...

Journal Club

Events: Wednesday, Dec 21, 2022, 06:00am -Wednesday, Dec 21, 2022, 07:00am

Join us as we discuss current literature in cardiovascular imaging.Salah Assana will present the following article: Afereen, Y et al. Scan-specific artifact reduction in k-space (SPARK) neural networks synergize with physics-based reconstruction to accelerate MRI. Magnetic Resonance in Medicine 2021...

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.