Daniel C. Lee

15 papers B 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI.
IEEE Trans. Biomed. Eng.
Nikolay Iakovlev, Florian Schiffers, Santiago Lopez Tapia, Daming Shen, Kyungpyo Hong, Michael Markl, Daniel C. Lee, Aggelos K. Katsaggelos, Daniel Kim
2025 J jnl
ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI.
CoRR
Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim
2023 — conf
Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI.
EUSIPCO
Hui Lin, Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev, Bradley D. Allen, Ryan Avery, Daniel C. Lee, Daniel Kim, Aggelos K. Katsaggelos
2017 J jnl
Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Ján Margeta, Antonio Criminisi, Rocío Cabrera Lozoya, Daniel C. Lee, Nicholas Ayache
2015 J jnl
A Comparison of Theory-Based and Experimentally Determined Myocardial Signal Intensity Correction Methods in First-Pass Perfusion Magnetic Resonance Imaging.
Comput. Math. Methods Medicine
Jacob U. Fluckiger, Brandon C. Benefield, Lara Bakhos, Kathleen R. Harris, Daniel C. Lee
2015 — conf
Orthogonal Shape Modes Describing Clinical Indices of Remodeling.
FIMH
Xingyu Zhang, Bharath Ambale-Venkatesh, David A. Bluemke, Brett R. Cowan, J. Paul Finn, William G. Hundley, Alan H. Kadish, Daniel C. Lee, Joao A. C. Lima, Avan Suinesiaputra, Alistair A. Young, Pau Medrano-Gracia
2014 J jnl
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images.
Medical Image Anal.
Avan Suinesiaputra, Brett R. Cowan, Ahmed O. Al-Agamy, Mustafa A. Elattar, Nicholas Ayache, Ahmed S. Fahmy, Ayman M. Khalifa, Pau Medrano-Gracia, Marie-Pierre Jolly, Alan H. Kadish, Daniel C. Lee, Ján Margeta, Simon K. Warfield, Alistair A. Young
2014 B conf
Novel MRI-derived quantitative biomarker for cardiac function applied to classifying ischemic cardiomyopathy within a Bayesian rule learning framework.
Image Processing
Prahlad G. Menon, Lailonny Morris, Mara Staines, João A. C. Lima, Daniel C. Lee, Vanathi Gopalakrishnan
2014 — conf
Recognizing Cardiac Magnetic Resonance Acquisition Planes.
MIUA
Ján Margeta, Antonio Criminisi, Daniel C. Lee, Nicholas Ayache
2013 — conf
Continuous Spatio-temporal Atlases of the Asymptomatic and Infarcted Hearts.
STACOM
Pau Medrano-Gracia, Brett R. Cowan, David A. Bluemke, J. Paul Finn, Alan H. Kadish, Daniel C. Lee, João A. C. Lima, Avan Suinesiaputra, Alistair A. Young
2013 — conf
Intraventricular Dyssynchrony Assessment Using Regional Contraction from LV Motion Models.
FIMH
Avan Suinesiaputra, Brett R. Cowan, David A. Bluemke, Pau Medrano-Gracia, Daniel C. Lee, João A. C. Lima, Alistair A. Young
2012 — conf
An Atlas for Cardiac MRI Regional Wall Motion and Infarct Scoring.
STACOM
Pau Medrano-Gracia, Avan Suinesiaputra, Brett R. Cowan, David A. Bluemke, Alejandro F. Frangi, Daniel C. Lee, João A. C. Lima, Alistair A. Young
2011 — conf
Left Ventricular Segmentation Challenge from Cardiac MRI: A Collation Study.
STACOM
Avan Suinesiaputra, Brett R. Cowan, J. Paul Finn, Carissa G. Fonseca, Alan H. Kadish, Daniel C. Lee, Pau Medrano-Gracia, Simon K. Warfield, Wenchao Tao, Alistair A. Young
2011 J jnl
The Cardiac Atlas Project - an imaging database for computational modeling and statistical atlases of the heart.
Bioinform.
Carissa G. Fonseca, Michael Backhaus, David A. Bluemke, Randall Britten, Jae Do Chung, Brett R. Cowan, Ivo D. Dinov, J. Paul Finn, Peter J. Hunter, Alan H. Kadish, Daniel C. Lee, Joao A. C. Lima, Pau Medrano-Gracia, Kalyanam Shivkumar, Avan Suinesiaputra, Wenchao Tao, Alistair A. Young
2010 — conf
The Cardiac Atlas Project: Preliminary Description of Heart Shape in Patients with Myocardial Infarction.
STACOM/CESC
Pau Medrano-Gracia, Brett R. Cowan, J. Paul Finn, Carissa G. Fonseca, Alan H. Kadish, Daniel C. Lee, Wenchao Tao, Alistair A. Young