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eess.IV2021★ 17 cited
Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM)
Qing Zou, Luis A. Torres, Sean B. Fain +3
We introduce an unsupervised motion-compensated reconstruction scheme for high-resolution free-breathing pulmonary MRI. We model the image frames in the time series as the deformed…
eess.IV2021
Dynamic imaging using motion-compensated smoothness regularization on manifolds (MoCo-SToRM)
Qing Zou, Luis A. Torres, Sean B. Fain +1
We introduce an unsupervised deep manifold learning algorithm for motion-compensated dynamic MRI. We assume that the motion fields in a free-breathing lung MRI dataset live on a ma…