Semi-Automatic Basket Catheter Reconstruction from Two X-Ray Views

  • Xia Zhong
  • Matthias Hoffmann
  • Norbert Strobel
  • Andreas Maier
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 9358)

Abstract

Ablation guided by focal impulse and rotor mapping (FIRM) is a novel treatment option for atrial fibrillation, a frequent heart arrhythmia. This procedure is performed minimally invasively and at least partially under fluoroscopic guidance. It involves a basket catheter comprising 64 electrodes. The 3-D position of these electrodes is important during treatment. We propose a novel model-based method for 3-D reconstruction of this catheter using two X-ray images taken from different views. Our approach requires only little user interaction. An evaluation of the method found that the electrodes of the basket catheter can be reconstructed with a median error of 1.5 mm for phantom data and 3.4 mm for clinical data.

Notes

Acknowledgments

We gratefully acknowledge the feedback by the Klinikum Coburg, Germany, and would also like to thank them for the test images. This work was supported by Siemens Healthcare. The concepts and information presented in this paper are based on research, and are not commercially available.

References

  1. 1.
    Bourier, F., Fahrig, R., Wang, P., Santangeli, P., Kurzidim, K., Strobel, N., Moore, T., Hinkel, C., Amin, A.A.: Accuracy assessment of catheter guidance technology in electrophysiology procedures. J. Cardiovasc. Electrophysiol. 25(1), 74–83 (2014)CrossRefGoogle Scholar
  2. 2.
    Budai, A., Bock, R., Maier, A., Hornegger, J., Michelson, G.: Robust vessel segmentation in fundus images. Int. J. Biomed. Imaging 2013, 11 pages (2013)Google Scholar
  3. 3.
    Canero, C., Radeva, P., Toledo, R., Villanueva, J., Mauri, J.: 3d curve reconstruction by biplane snakes. In: Proceedings of the 15th International Conference on Pattern Recognition, vol. 4, pp. 563–566 (2000)Google Scholar
  4. 4.
    Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active shape models - their training and application. Comput. Vis. Image Underst. 61(1), 38–59 (1995)CrossRefGoogle Scholar
  5. 5.
    Delmas, C., Berger, M.O., Kerrien, E., Riddell, C., Trousset, Y., Anxionnat, R., Bracard, S.: Three-dimensional curvilinear device reconstruction from two fluoroscopic views (2015)Google Scholar
  6. 6.
    Eitel, C., Hindricks, G., Dagres, N., Sommer, P., Piorkowski, C.: Ensite velocity cardiac mapping system: a new platform for 3d mapping of cardiac arrhythmias. Expert Rev. Med. Devices 7(2), 185–192 (2010). http://www.tandfonline.com/doi/abs/10.1586/erd.10.1CrossRefGoogle Scholar
  7. 7.
    Frangi, A.F., Niessen, W.J., Vincken, K.L., Viergever, M.A.: Multiscale vessel enhancement filtering. In: Wells, W.M., Colchester, A.C.F., Delp, S.L. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 130–137. Springer, Heidelberg (1998) Google Scholar
  8. 8.
    Hartley, R.I., Sturm, P.: Triangulation. Comput. Vis. Image Underst. 68(2), 146–157 (1997)CrossRefGoogle Scholar
  9. 9.
    Hoffmann, M., Brost, A., Jakob, C., Bourier, F., Koch, M., Kurzidim, K., Hornegger, J., Strobel, N.: Semi-automatic catheter reconstruction from two views. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012, Part II. LNCS, vol. 7511, pp. 584–591. Springer, Heidelberg (2012) CrossRefGoogle Scholar
  10. 10.
    Lindeberg, T.: Feature detection with automatic scale selection. Int. J. Comput. Vision 30(2), 79–116 (1998)CrossRefGoogle Scholar
  11. 11.
    Narayan, S.M., Krummen, D.E., Shivkumar, K., Clopton, P., Rappel, W.J., Miller, J.M.: Treatment of atrial fibrillation by the ablation of localized sourcesconfirm (conventional ablation for atrial fibrillation with or without focal impulse and rotor modulation) trial. J. Am. Coll. Cardiol. 60(7), 628–636 (2012)CrossRefGoogle Scholar
  12. 12.
    Steger, C.: An unbiased detector of curvilinear structures. IEEE Trans. Pattern Anal. Mach. Intell. 20(2), 113–125 (1998)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2015

Open Access This chapter is distributed under the terms of the Creative Commons Attribution Noncommercial License, which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.

Authors and Affiliations

  • Xia Zhong
    • 1
  • Matthias Hoffmann
    • 1
  • Norbert Strobel
    • 2
  • Andreas Maier
    • 1
    • 3
  1. 1.Pattern Recognition LabFriedrich-Alexander-Universität Erlangen-NürnbergErlangenGermany
  2. 2.Siemens Healthcare GmbHForchheimGermany
  3. 3.Erlangen Graduate School in Advanced Optical Technologies (SAOT)ErlangenGermany

Personalised recommendations