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Abstract #2597

Efficient DCE-MR Image reconstruction with feasible temporal resolution in L+S Decomposition model

Faisal Najeeb1, Jichang Zhang2, Xinpei Wang2, Chengbo Wang2, Hammad Omer1, Penny Gowland3, Sue Francis3, and Paul Glover3
1MIPRG,Comsats University, Islamabad, Pakistan, 2SPMIC, The University of Nottingham Ningbo China, Ningbo, China, 3SPMIC, The University of Nottingham, Nottingham, United Kingdom

In this work, temporal shift-windowing function is integrated into Low rank plus sparse (L+S) decomposition to fix the certain motion phase with a high temporal resolution and reconstruction efficiency for free-breathing golden angle radial DCE-MRI of liver. A smooth weighting curve based on a sigmoid function is used to achieve a smooth transition for the spokes between the desired phase and other motion phases. Furthermore, the Fast Iterative Shrinkage-thresholding Algorithm (FISTA) was implemented to solve the L+S optimization problem which enables faster convergence. Results of the proposed method are compared with RACER-GRASP.

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