Frederick H. Epstein

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 8

Top Topics

Magnetic Resonance

Multitask Learning

Top Venues

Comput. Biol. Medicine

Publications

Jiarui Xing, Nivetha Jayakumar, Nian Wu, Yu Wang, Frederick H. Epstein, Miaomiao Zhang
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation. CoRR (2024)
Jiarui Xing, Nian Wu, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images. CoRR (2024)
Derek J. Bivona, Sona Ghadimi, Yu Wang, Pim J. A. Oomen, Rohit Malhotra, Andrew Darby, J. Michael Mangrum, Pamela K. Mason, Sula Mazimba, Amit R. Patel, Frederick H. Epstein, Kenneth C. Bilchick
Machine learning of ECG waveforms and cardiac magnetic resonance for response and survival after cardiac resynchronization therapy. Comput. Biol. Medicine 178 (2024)
Nivetha Jayakumar, Jiarui Xing, Tonmoy Hossain, Frederick H. Epstein, Kenneth C. Bilchick, Miaomiao Zhang
Activation From Sparse 2D Cardiac MRIs. ML4H@NeurIPS (2023)
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine Dense MRI. ISBI (2023)
Jiarui Xing, Shuo Wang, Kenneth C. Bilchick, Frederick H. Epstein, Amit R. Patel, Miaomiao Zhang
Multitask Learning for Improved Late Mechanical Activation Detection of Heart from Cine DENSE MRI. CoRR (2022)
Jiarui Xing, Sona Ghadimi, Mohamad Abdi, Kenneth C. Bilchick, Frederick H. Epstein, Miaomiao Zhang
Deep Networks To Automatically Detect Late-Activating Regions Of The Heart. ISBI (2021)
Liam Cattell, Craig H. Meyer, Frederick H. Epstein, Gustavo K. Rohde
Reconstructing high-resolution cardiac MR movies from under-sampled frames. ACSSC (2017)
Andrew D. Gilliam, Frederick H. Epstein
Automated Motion Estimation for 2-D Cine DENSE MRI. IEEE Trans. Medical Imaging 31 (9) (2012)
Andrew D. Gilliam, Frederick H. Epstein, Scott T. Acton
Cardiac Motion Recovery via Active Trajectory Field Models. IEEE Trans. Inf. Technol. Biomed. 13 (2) (2009)
Bruce S. Spottiswoode, Xiaodong Zhong, Christine H. Lorenz, Bongani M. Mayosi, Ernesta M. Meintjes, Frederick H. Epstein
Motion-guided segmentation for cine DENSE MRI. Medical Image Anal. 13 (1) (2009)
Robert L. Janiczek, Frederick H. Epstein, Scott T. Acton
Velocity guided segmentation of phase contrast magnetic resonance angiography. ICIP (2008)
Andrew D. Gilliam, John A. Hossack, Frederick H. Epstein, Brent A. French, Scott T. Acton
Automated magnetic resonance assisted echocardiographic motion analysis. ICIP (2008)
Bruce S. Spottiswoode, Xiaodong Zhong, Aaron T. Hess, C. M. Kramer, Ernesta M. Meintjes, Bongani M. Mayosi, Frederick H. Epstein
Tracking Myocardial Motion From Cine DENSE Images Using Spatiotemporal Phase Unwrapping and Temporal Fitting. IEEE Trans. Medical Imaging 26 (1) (2007)
Yinbo Li, Christopher D. Garson, Frederick H. Epstein, Brent A. French, John A. Hossack
High resolution 2D quantification of myocardial motion abnormalities in mice using high resolution ultrasound with MRI validation. ISBI (2006)
Robert L. Janiczek, Nilanjan Ray, Scott T. Acton, R. Jack Roy, Brent A. French, Frederick H. Epstein
Markov chain Monte Carlo method for tracking myocardial borders. Computational Imaging (2005)