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Motion Correction of Abdominal Diffusion-Weighted MRI Using Internal Motion Vectors
Michael Bush1, Thomas Vahle2, Uday Krishnamurthy1, Thomas Benkert2, Xiaodong Zhong1, Bradley Bolster1, Paul Kennedy3, Octavia Bane3, Bachir Taouli3, and Vibhas Deshpande1
1Siemens Medical Solutions USA, Inc., Malvern, PA, United States, 2Siemens Healthcare GmbH, Erlangen, Germany, 3The Department of Radiology and Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mt. Sinai, New York, NY, United States
Motion vectors derived from non-rigid registration of low b-value diffusion volumes can be used to correct for motion in higher b-values. Initial results suggest the proposed method can produce images similar in quality to respiratory gating, while maintaining reduced acquisition times.
Figure 1. Flow diagram of the iMoCo process. Redundant sampling of the b50 volumes results in well-filled motion states, allowing for accurate non-rigid registration. Motion vectors produced by the non-rigid registration are then applied to the remaining b-value volumes, which do not require redundant sampling.
Figure 3. Motion Phantom (MP) and Healthy Volunteer ADC Maps (Voxel size 1.5x1.5x5.0 mm3, PAT 2, Matrix Size 128x104x35, FOV 380 mm, TR 6.1 s, TE 56 ms, b50-16 avgs, b800-16 avgs, BW 2300 Hz/Px). Motion Phantom diffusion values are most comparable between the gold-standard Gated and iMoCo maps.