In this abstract, we introduce motion-compensated low-rank constrained reconstruction with iterative registration. This method jointly improves the motion field estimation and the reconstruction, providing both functional and structural images. In addition, we test the effect of the regularization parameter on structural images and ventilation maps. We conclude that the motion-compensated low-rank constrained with iterative registration method is suitable for regional ventilation quantification.
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