3D reconstruction of coronary veins from a single X-ray fluoroscopic image and pre-operative MR

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Abstract

Cardiac resynchronization therapy (CRT) is an effective treatment for patients with congestive heart failure and ventricular dyssynchrony. Despite the overall efficacy of CRT, approximately 30% of patients receiving CRT do not improve. One of the main technical problems related to the CRT procedure is inadequate visualisation in X-ray fluoroscopy of the venous anatomy in relation to accurate cardiac chamber visualisation. This paper proposes a novel approach for 3D reconstruction of coronary veins from a single contrast enhanced intraoperative fluoroscopy image. For this application, the method uses back-projection geometry and a Euclidean distance/angle-based cost function. The algorithm is validated on a phantom and five patient datasets, comprising six view-angle orientations for the phantom dataset and two view-angle orientations for each of the patient datasets. Median(interquartile range) 3D-reconstruction accuracies of 1.41(0.55-3.00) mm and 3.28(2.10-4.89) mm were established for the phantom and patient data, respectively. The technique can facilitate careful advancement of the cannulating guide over a guidewire or a diagnostic catheter positioned in the coronary sinus, and consequently, improve the chances of response to CRT.

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Panayiotou, M., Toth, D., Adem, T., Mountney, P., Brost, A., Behar, J. M., … Rhode, K. S. (2017). 3D reconstruction of coronary veins from a single X-ray fluoroscopic image and pre-operative MR. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10124 LNCS, pp. 66–75). Springer Verlag. https://doi.org/10.1007/978-3-319-52718-5_8

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