4D Cardiac Motion Modeling Using Pair-Wise Mesh Registration
- Authors
- SIYEOP YOON; Stephen Baek; Lee, 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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