Abstract
Accurate delineation of the volumetric motion of left ventricle (LV) of the heart over time from tagged MRI is an important area of research. We have built a system that takes tagged short-axis (SA) and long-axis (LA) image sequences as input, fits a 4D B-spline model to the LV of the heart by simultaneously fitting knot solids to the SA and LA frame sequences via matching 3 sequences of model knot planes to LV tag planes for 4D tracking. The advantage of the 4D model is that 3D material point localization and displacement reconstruction is achieved in a single step. The generated 3D displacement fields are validated with a cardiac motion simulator, and 3D motion fields capturing in-vivo deformations in a parcine model of a LV with postero-lateral myocardial infarction are illustrated.
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References
Amini, A., and et al.: Energy-minimizing deformable grids for tracking tagged MR cardiac images. Computers in Cardiology, Durham, North Carolina (1992) 651–654
Amini, A., Chen, Y., Curwen, R., Mani, V., Sun, J.: Coupled B-Snake Grids and Constrained Thin-Plate Splines for Analysis of 2-D Tissue Deformations from Tagged MRI. IEEE-TMI 17 (1998) 344–356
Mortenson, M.: Geometric Modeling. John Wiley & Sons (1985)
Radeva, P., Amini, A., Huang, J.: Deformable B-Solids and Implicit Snakes for 3D Localization and Tracking of SPAMM MRI Data. Computer Vision and Image Understanding 66 (1997) 163–178
Young, A., and et al.: Tracking and finite element analysis of stripe deformation in magnetic resonance tagging. IEEE-TMI 14 (1995) 413–421
Park, J., Metaxas, D., Axel, L.: Volumetric deformable models with parameter functions: A new approach to the 3d motion analysis of the LV from MRI-SPAMM. International Conference on Computer Vision (1995) 700–705
Gupta, S., Prince, J.: On variable brightness optical flow for tagged MRI. Information Processing in Medical Imaging (1995) 323–334
Waks, E., Prince, J., Douglas, A.: Cardiac Motion Simulator for Tagged MRI. Mathematical Methods in Biomedical Image Analysis (1996) 182–191
Zerhouni, E., Parish, D., et al.: Human heart: Tagging with MR imaging — a method for noninvasive assessment of myocardial motion. Radiology 169 (1988) 59–63
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© 1999 Springer-Verlag Berlin Heidelberg
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Huang, J., Amini, A.A. (1999). Four-Dimensional LV Tissue Tracking from Tagged MRI with a 4D B-Spline Model. In: Kuba, A., Šáamal, M., Todd-Pokropek, A. (eds) Information Processing in Medical Imaging. IPMI 1999. Lecture Notes in Computer Science, vol 1613. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48714-X_27
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DOI: https://doi.org/10.1007/3-540-48714-X_27
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