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Intensity-based 3D motion correction for cardiac MR images
April 2, 2024, 7:48 p.m. | Nil Stolt-Ans\'o, Vasiliki Sideri-Lampretsa, Maik Dannecker, Daniel Rueckert
cs.CV updates on arXiv.org arxiv.org
Abstract: Cardiac magnetic resonance (CMR) image acquisition requires subjects to hold their breath while 2D cine images are acquired. This process assumes that the heart remains in the same position across all slices. However, differences in breathhold positions or patient motion introduce 3D slice misalignments. In this work, we propose an algorithm that simultaneously aligns all SA and LA slices by maximizing the pair-wise intensity agreement between their intersections. Unlike previous works, our approach is formulated …
abstract acquired acquisition arxiv cs.cv differences eess.iv however image images intensity patient process slice type work
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