3D reconstruction of coronary arteries from rotational X-ray angiography

X-ray angiography has been an effective modality for diagnosing coronary artery disease representing one of the leading causes of death. A 3D reconstruction of the coronary arteries is a very important step to facilitate the interpretation of angiograms. In this paper, we propose a 3D reconstruction method of the coronary arteries. In order to improve the pairwise matching performance of our approach, we introduce artificial interest points (nodes) to respect the topology variation between 3D vascular trees. New similarity measures are proposed to take into consideration the non-rigid coronary artery movement. To measure the performance of the proposed method, we evaluate the proposed method on clinical data. Results show that accuracy of vessel centerlines has the average projection error equal to 0.5 mm for 28 different patients.

[1]  J. J. Moré,et al.  Levenberg--Marquardt algorithm: implementation and theory , 1977 .

[2]  Yongtian Wang,et al.  Novel Approach for 3-D Reconstruction of Coronary Arteries From Two Uncalibrated Angiographic Images , 2009, IEEE Transactions on Image Processing.

[3]  Christine Toumoulin,et al.  An improved graph matching algorithm for the spatio-temporal matching of a coronary artery 3D tree sequence , 2015 .

[4]  E. Hansis,et al.  Projection-based motion compensation for gated coronary artery reconstruction from rotational x-ray angiograms , 2008, Physics in medicine and biology.

[5]  Bart M. ter Haar Romeny,et al.  Projection-based motion compensation and reconstruction of coronary segments and cardiac implantable devices using rotational X-ray angiography , 2009, Medical Image Anal..

[6]  Faouzi Ghorbel,et al.  Multiscale Graph Cuts Based Method for Coronary Artery Segmentation in Angiograms , 2017 .

[7]  Alejandro F. Frangi,et al.  Reconstruction of coronary arteries from X-ray angiography: A review , 2016, Medical Image Anal..

[8]  John D. Carroll,et al.  Kinematic and deformation analysis of 4-D coronary arterial trees reconstructed from cine angiograms , 2003, IEEE Transactions on Medical Imaging.

[9]  Max A. Viergever,et al.  3D coronary reconstruction from calibrated motion-compensated 2D projections , 2003, CARS.

[10]  Bernhard P. Wrobel,et al.  Multiple View Geometry in Computer Vision , 2001 .

[11]  Christine Toumoulin,et al.  Inexact coronary tree matching algorithm with artificial nodes , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[12]  Nicholas Ayache,et al.  Preprocessing : data selection , pseudo ECG III . 3 − D centerlines reconstruction , 2011 .