4D Cardiac Motion Modeling Using Pair-Wise Mesh Registration

Authors
SIYEOP YOONStephen BaekLee, Deukhee
Issue Date
2018-09
Publisher
MICCAI
Citation
9th International Workshop on Statistical Atlases and Computational Models of the Heart: Atrial Segmentation and LV Quantification Challenges, STACOM 2018, held in conjunction with Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, pp.161 - 170
Abstract
In this paper, we present a novel method for the real-time cardiac motion compensation. Our method generates interpolated cardiac motion using segmented mesh models from preoperative 3D+T computed tomography angiography (CTA). We propose a pair-wise mesh registration technique for building correspondence and interpolating the control points over a cardiac cycle. The key contribution of this work is a rapid creation of a deformation field through a concise mathematical formulation while maintaining desired properties. These are C 2 continuity, invertibility, incompressibility of cardiac structure and capability to handling large deformation. And we evaluated the proposed method using different conditions, such as deformation resolution, temporal sampling rates, and template model selection.
ISSN
0302-9743
URI
https://pubs.kist.re.kr/handle/201004/79072
DOI
10.1007/978-3-030-12029-0_18
Appears in Collections:
KIST Conference Paper > 2018
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