Abstract
This study presents a novel method for 3D imaging of tubular structures, such as blood vessels and catheters. With this method, the 3D object is reconstructed from three mutually exclusive orthogonal projections of the same volume. This triplanar projection imaging (TPI) was evaluated on a phantom filled with T1-shortening, Gd-based contrast agent embedded into a matrix. The projected structures were segmented out on each one of the projections and a backprojection algorithm was used to generate a rendering of the tubular structure in 3D. The accuracy of the method was investigated by comparing the centerline of the 3D tubular structure generated from TPI with the centerline extracted from a multislice set of images of the same volume. The two tubular structures were well matched in 3D. With further optimization and reduction of acquisition time, this method can be used for 3D fast imaging of interventional tools or blood vessels with applications in interventional MRI.
Keywords
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References
Tsekos NV, Shudy J, Yacoub E et al. (2001) Development of a robotic device for MRI-guided interventions in the breast, Proc. IEEE Int Symp Bioinform Bioeng pp. 201-208
Tsekos NV, Ozcan A, Christoforou E. (2005) A prototype manipulator for magnetic resonance-guided interventions inside standard cylindrical magnetic resonance imaging scanners. J Biomech Eng 127 (6):972-80
Baert SA, van de Kraats EB, van Walsum T et al. (2003) Three-dimensional guide-wire reconstruction from biplane image sequences for integrated display in 3-D vasculature. IEEE Trans Med Imaging 22 (10):1252-8
Bender HJ, Manner R, Poliwoda C et al. (1999) Reconstruction of 3D Catheter Paths from 2D X-ray Projections, Proc. MICCAI vol. 1679, pp. 981-989
Solaiyappan M, Lee J, Atalar E. (1999) Depth Reconstruction from Projection Images for 3D Visualization of Intravascular MRI Probes, Proc. ISMRM
Sathyanarayana S, Aksit P, Arepally A et al. (2007) Tracking planar orientations of active MRI needles. J Magn Reson Imaging 26(2):386-391
George AK, Derbyshire JA, Saybasili H et al. (2010) Visualization of active devices and automatic slice repositioning (“SnapTo”) for MRI-guided interventions. Magn Reson Med 63(4):1070-9
Schirra CO, Weiss S, Krueger S et al. (2010) Accelerated 3D catheter visualization from triplanar MR projection images. Magn Reson Med 64(1):167-76
Polesel A, Ramponi G, Mathews VJ (2000) Image enhancement via adaptive unsharp masking, IEEE Transactions on Image Processing, vol. 9, pp. 505-510
Chaudhuri S, Chatterjee S, Katz N et al. (1989) Detection of blood vessels in retinal images using two-dimensional matched filters, IEEE Transactions on Medical Imaging, vol. 8, pp. 263-269
Mukherjee S, Acton S (2015) Region Based Segmentation in Presence of Intensity Inhomogeneity Using Legendre Polynomials, IEEE Signal Processing Letters, vol. 22, issue 3, pp. 298-302
Lorensen WE, Cline HE (1987) Marching Cubes: A High Resolution 3D Surface Construction Algorithm, Proc. SIGGRAPH vol. 21, pp. 163-169
Huang H, Wu S, Cohen-Or D et al. (2013) L1-Medial Skeleton of Point Cloud, Proc. SIGGRAPH vol. 32, pp. 65:1-8
Christoforou E, Akbudak E, Ozcan A et al. (2007) Performance of interventions with manipulator-driven real-time MR guidance: implementation and initial in vitro tests. Magn Reson Imaging 25(1):69-77
Yamashita Y, Abe Y, Tang Y, Urata J et al. (1997) In vitro and clinical studies of image acquisition in breath-hold MR cholangiopancreatography: single-shot projection technique versus multislice technique. AJR Am J Roentgenol 168(6):1449-54
Atalar E, Kraitchman DL, Carkhuff B et al. (1998) Catheter-Tracking FOV MR Fluoroscopy. Magn Reson Med 40(6):865-72
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© 2016 Springer International Publishing Switzerland
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An, J. et al. (2016). 3D Reconstruction of Tubular Structures from Three Orthogonal MRI Projections. In: Kyriacou, E., Christofides, S., Pattichis, C. (eds) XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016. IFMBE Proceedings, vol 57. Springer, Cham. https://doi.org/10.1007/978-3-319-32703-7_64
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DOI: https://doi.org/10.1007/978-3-319-32703-7_64
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