Nonrigid 2D/3D Registration of Coronary Artery Models With Live Fluoroscopy for Guidance of Cardiac Interventions

作者: David Rivest-Henault , Hari Sundar , Mohamed Cheriet

DOI: 10.1109/TMI.2012.2195009

关键词: Image segmentationFeature extractionFluoroscopyImage registrationCardiac interventionsIterative reconstructionArtificial intelligenceComputer visionAffine transformationMedicineSolid modeling

摘要: A 2D/3D nonrigid registration method is proposed that brings a 3D centerline model of the coronary arteries into correspondence with bi-plane fluoroscopic angiograms. The registered overlaid on top interventional angiograms to provide surgical assistance during image-guided chronic total occlusion procedures, thereby reducing uncertainty inherent in 2D images. methodology divided two parts: global structural alignment and local registration. In both cases, vessel centerlines are automatically extracted from images, serve as basis for algorithms. first part, an energy minimization used estimate affine transformation aligns performance nine general purpose optimizers has been assessed this problem, detailed results presented. second fully compensate any shape discrepancy. This based variational framework, uses simultaneous matching reconstruction process compute With typical run time less than 3 s, algorithms fast enough interactive applications. Experiments five different subjects presented show promising results.

参考文章(44)
Tom Duff, Ken Shoemake, Matrix animation and polar decomposition graphics interface. pp. 258- 264 ,(1992)
Thomas Harvey Rowan, Functional stability analysis of numerical algorithms University of Texas at Austin. ,(1990)
Kevin R. Cleary, Terry M Peters, Image-guided interventions : technology and applications Springer. ,(2008)
S. Bouattour, R. Arndt, D. Paulus, 4D reconstruction of coronary arteries from monoplane angiograms computer analysis of images and patterns. pp. 724- 731 ,(2005) , 10.1007/11556121_89
Rui Liao, Yunhao Tan, Hari Sundar, Marcus Pfister, Ali Kamen, An Efficient Graph-Based Deformable 2D/3D Registration Algorithm with Applications for Abdominal Aortic Aneurysm Interventions Lecture Notes in Computer Science. pp. 561- 570 ,(2010) , 10.1007/978-3-642-15699-1_59
Xavier Pennec, Jean-Philippe Thirion, A Framework for Uncertainty and Validation of 3-D RegistrationMethods Based on Points and Frames International Journal of Computer Vision. ,vol. 25, pp. 203- 229 ,(1997) , 10.1023/A:1007976002485
Yanghai Tsin, Klaus J. Kirchberg, Guenter Lauritsch, Chenyang Xu, A Deformation Tracking Approach to 4D Coronary Artery Tree Reconstruction medical image computing and computer assisted intervention. ,vol. 12, pp. 68- 75 ,(2009) , 10.1007/978-3-642-04271-3_9
Rainer Storn, Kenneth Price, Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization. ,vol. 11, pp. 341- 359 ,(1997) , 10.1023/A:1008202821328
M. Akif Gülsün, Hüseyin Tek, Robust Vessel Tree Modeling Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008. ,vol. 11, pp. 602- 611 ,(2008) , 10.1007/978-3-540-85988-8_72