Skip to main content

Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 6689))

Abstract

Organ motion and deformation are major obstacles hindering the introduction of image guidance into soft tissue surgery. Due to challenges with update rate, invasiveness and intra-operative complexity, there is currently no clinically established solution for deformation measurements on soft tissues. We present a soft tissue tracking approach based on single passive markers as part of a navigation system for open liver surgery. Such markers are minimally-invasive and allow for real-time organ motion measurements using available tracking systems. The absence of correspondence between position measurements over time and the sensitivity to other reflectors present within the workspace inhibit the direct clinical implementation of such technology. Hence, we remove measurement artifacts, establish marker correspondence over time, and achieve robustness against occlusions and presence of other reflecting objects. A thorough experimental evaluation demonstrates reliable motion tracking and motivates its use for deformation detection and respiratory gating in open liver surgery.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Taylor, R.H., Lavallée, S., et al.: Computer-Integrated Surgery: Technology and Clinical Applications. MIT Press, Cambridge (1995)

    Google Scholar 

  2. Peters, T.M.: Image-guidance for surgical procedures. Phys. Med. Biol. 51(14), R505-R540 (2006)

    Google Scholar 

  3. Yaniv, Z., Cleary, K.: Image-guided procedures: A review. Technical report, Georgetown University (2006)

    Google Scholar 

  4. Vetter, M., Wolf, I., et al.: Navigation aids and real-time deformation modeling for open liver surgery. In: Proceedings of the SPIE, vol. 5029, pp. 58–68 (2003)

    Google Scholar 

  5. Maier-Hein, L., Maleike, D., et al.: Soft tissue navigation using needle-shaped markers: Evaluation of navigation aid tracking accuracy and CT registration. In: Proceedings of the SPIE 2007, vol. 6509, p. 26 (2007)

    Google Scholar 

  6. Maier-Hein, L., Tekbas, A., et al.: In vivo accuracy assessment of a needle-based navigation system for CT-guided radiofrequency ablation of the liver. Med. Phys. 35(12), 5385–5396 (2008)

    Article  Google Scholar 

  7. Maier-Hein, L., Tekbas, A., et al.: On combining internal and external fiducials for liver motion compensation. Comp. Aid Surg. 13(16), 369–376 (2008)

    Article  Google Scholar 

  8. Nicolau, S., Garcia, A., et al.: An augmented reality system to guide radio-frequency tumor ablation. Computer Animation and Virtual World 16(1), 1–10 (2005)

    Article  Google Scholar 

  9. Nicolau, S.A., Pennec, X., Soler, L., Ayache, N.: Clinical evaluation of a respiratory gated guidance system for liver punctures. In: Ayache, N., Ourselin, S., Maeder, A. (eds.) MICCAI 2007, Part II. LNCS, vol. 4792, pp. 77–85. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  10. Nicolau, S.A., Pennec, X., et al.: An augmented reality system for liver thermal ablation: design and evaluation on clinical cases. Med. Image Anal. 13(3), 494–506 (2009)

    Article  Google Scholar 

  11. Cash, D.M., Miga, M.I., et al.: Compensating for intraoperative soft-tissue deformations using incomplete surface data and finite elements. IEEE T. Med. Imaging 24(11), 1479–1491 (2005)

    Article  Google Scholar 

  12. Cash, D.M., Miga, M.I., et al.: Concepts and preliminary data toward the realization of image-guided liver surgery. J. Gastrointest Surg. 11(7), 844–859 (2007)

    Article  Google Scholar 

  13. Markert, M., Koschany, A., Lueth, T.: Tracking of the liver for navigation in open surgery. Int. J. CARS 5, 229–235 (2010)

    Article  Google Scholar 

  14. Peterhans, M., Vom Berg, A., et al.: A navigation system for open liver surgery: design, workflow and first clinical applications. Int. J. Med. Robot (2010)

    Google Scholar 

  15. Herline, A.J., Stefansic, J.D., et al.: Image-guided surgery: preliminary feasibility studies of frameless stereotactic liver surgery. Arch. Surg. 134(6), 644–649, discussion 649–650 (1999)

    Google Scholar 

  16. Veldpaus, F.E., Woltring, H.J., Dortmans, L.J.: A least-squares algorithm for the equiform transformation from spatial marker co-ordinates. J. Biomech. 21(1), 45–54 (1988)

    Article  Google Scholar 

  17. Dalvi, A., Faria, M., Pinto, A.: Non-suture closure of wound using cyanoacrylate. J. Postgrad Med. 32(2), 97–100 (1986)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Oliveira-Santos, T., Peterhans, M., Hofmann, S., Weber, S. (2011). Passive Single Marker Tracking for Organ Motion and Deformation Detection in Open Liver Surgery. In: Taylor, R.H., Yang, GZ. (eds) Information Processing in Computer-Assisted Interventions. IPCAI 2011. Lecture Notes in Computer Science, vol 6689. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-21504-9_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-21504-9_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-21503-2

  • Online ISBN: 978-3-642-21504-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics