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Proceedings Paper

4D motion animation of coronary arteries from rotational angiography
Author(s): Wolfgang Holub; Christopher Rohkohl; Dominik Schuldhaus; Marcus Prümmer; Günter Lauritsch; Joachim Hornegger
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Paper Abstract

Time-resolved 3-D imaging of the heart is a major research topic in the medical imaging community. Recent advances in the interventional cardiac 3-D imaging from rotational angiography (C-arm CT) are now also making 4-D imaging feasible during procedures in the catheter laboratory. State-of-the-art reconstruction algorithms try to estimate the cardiac motion and utilize the motion field to enhance the reconstruction of a stable cardiac phase (diastole). The available data offers a handful of opportunities during interventional procedures, e.g. the ECG-synchronized dynamic roadmapping or the computation and analysis of functional parameters. In this paper we will demonstrate that the motion vector field (MVF) that is output by motion compensated image reconstruction algorithms is in general not directly usable for animation and motion analysis. Dependent on the algorithm different defects are investigated. A primary issue is that the MVF needs to be inverted, i.e. the wrong direction of motion is provided. A second major issue is the non-periodicity of cardiac motion. In algorithms which compute a non-periodic motion field from a single rotation the in depth motion information along viewing direction is missing, since this cannot be measured in the projections. As a result, while the MVF improves reconstruction quality, it is insufficient for motion animation and analysis. We propose an algorithm to solve both problems, i.e. inversion and missing in-depth information in a unified framework. A periodic version of the MVF is approximated. The task is formulated as a linear optimization problem where a parametric smooth motion model based on B-splines is estimated from the MVF. It is shown that the problem can be solved using a sparse QR factorization within a clinical feasible time of less than one minute. In a phantom experiment using the publicly available CAVAREV platform, the average quality of a non-periodic animation could be increased by 39% by applying the proposed periodization and inversion method.

Paper Details

Date Published: 2 March 2011
PDF: 10 pages
Proc. SPIE 7964, Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling, 79641S (2 March 2011); doi: 10.1117/12.877969
Show Author Affiliations
Wolfgang Holub, Siemens AG (Germany)
Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany)
Christopher Rohkohl, Siemens AG (Germany)
Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany)
Dominik Schuldhaus, Siemens AG (Germany)
Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany)
Marcus Prümmer, Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany)
Günter Lauritsch, Siemens AG (Germany)
Joachim Hornegger, Friedrich-Alexander-Univ. Erlangen-Nürnberg (Germany)
Erlangen Graduate School in Advanced Optical Technologies (Germany)

Published in SPIE Proceedings Vol. 7964:
Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling
Kenneth H. Wong; David R. Holmes, Editor(s)

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