Skip to main content

3D Modelling of the Residual Freezing for Renal Cryoablation Simulation and Prediction

  • Conference paper
  • First Online:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (MICCAI 2019)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 11768))

  • 7714 Accesses

Abstract

Percutaneous cryoablation has become a popular alternative to open surgery for the treatment of abdominal tumors. The preoperative planning of such interventions is an essential but complicated task. It consists in predicting the best placement for several cryoprobes to optimize the resulting iceball shape, that has to cover the whole tumor, while preserving healthy tissue and surrounding sensitive structures. In the past few years, methods have been proposed to simulate the propagation of cold within the tissue, in order to anticipate the final coverage. However, all the proposed models considered the source of cold as limited to the active tip of the cryoprobe, thus omitting a residual freezing along the probe’s body. The lack of precision of the resulting models can cause an underestimation of the predicted iceball leading to potential damages to healthy tissue or pain. In this paper, we describe the extension of an existing freezing simulation model to account for this effect. We detail the experimentation of our model on 5 retrospective cases, and demonstrate the improvement of the accuracy and realism of our simulation.

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

Access this chapter

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 EPUB and 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

Institutional subscriptions

References

  1. Butz, T., et al.: Pre-and intra-operative planning and simulation of percutaneous tumor ablation. In: Delp, S.L., DiGoia, A.M., Jaramaz, B. (eds.) MICCAI 2000. LNCS, vol. 1935, pp. 317–326. Springer, Heidelberg (2000). https://doi.org/10.1007/978-3-540-40899-4_32

    Chapter  Google Scholar 

  2. Ge, M., Chua, K., Shu, C., Yang, W.: Analytical and numerical study of tissue cryofreezing via the immersed boundary method. Int. J. Heat Mass Transfer 83, 1–10 (2015)

    Article  Google Scholar 

  3. Ge, M., Shu, C., Chua, K., Yang, W.: Numerical analysis of a clinically-extracted vascular tissue during cryo-freezing using immersed boundary method. Int. J. Therm. Sci. 110, 109–118 (2016)

    Article  Google Scholar 

  4. Ge, M., Shu, C., Yang, W., Chua, K.: Incorporating an immersed boundary method to study thermal effects of vascular systems during tissue cryo-freezing. J. Therm. Biol. 64, 92–99 (2017)

    Article  Google Scholar 

  5. Golkar, E., Rao, P.P., Joskowicz, L., Gangi, A., Essert, C.: Fast GPU computation of 3D isothermal volumes in the vicinity of major blood vessels for multiprobe cryoablation simulation. In: Frangi, A.F., Schnabel, J.A., Davatzikos, C., Alberola-López, C., Fichtinger, G. (eds.) MICCAI 2018. LNCS, vol. 11073, pp. 230–237. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-00937-3_27

    Chapter  Google Scholar 

  6. Hossain, S.C., Zhang, X., Haider, Z., Hu, P., Zhao, G.: Optimization of prostatic cryosurgery with multi-cryoprobe based on refrigerant flow. J. Therm. Biol. 76, 58–67 (2018)

    Article  Google Scholar 

  7. Kumar, A., Kumar, S., Katiyar, V., Telles, S.: Phase change heat transfer during cryosurgery of lung cancer using hyperbolic heat conduction model. Comput. Biol. Med. 84, 20–29 (2017)

    Article  Google Scholar 

  8. Kumar, M., Upadhyay, S., Rai, K.: A study of cryosurgery of lung cancer using modified legendre wavelet galerkin method. J. Therm. Biol. 78, 356–366 (2018)

    Article  Google Scholar 

  9. Magalov, Z., Shitzer, A., Degani, D.: Isothermal volume contours generated in a freezing gel by embedded cryo-needles with applications to cryo-surgery. Cryobiology 55(2), 127–137 (2007)

    Article  Google Scholar 

  10. Pennes, H.H.: Analysis of tissue and arterial blood temperatures in the resting human forearm. J. Appl. Physiol. 1(2), 93–122 (1948)

    Article  Google Scholar 

  11. Rieder, C., Kroeger, T., Schumann, C., Hahn, H.K.: GPU-based real-time approximation of the ablation zone for radiofrequency ablation. IEEE Trans. Visual. Comput. Graph. 17(12), 1812–1821 (2011)

    Article  Google Scholar 

Download references

Acknowledgments

This work was partially supported by a grant from the Maimonide France-Israel Research in Biomedical Robotics, funded jointly by the French Ministry of Higher Education, Research and Innovation, the French Ministry for the Economy and Finance, and Israel Ministry of Science, Technology and Space, 2016–18, and by Grant 53681 (METASEG) from the Israel Ministry of Science, Technology and Space, 2016–2019.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Caroline Essert .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Essert, C., Rao, P.P., Gangi, A., Joskowicz, L. (2019). 3D Modelling of the Residual Freezing for Renal Cryoablation Simulation and Prediction. In: Shen, D., et al. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science(), vol 11768. Springer, Cham. https://doi.org/10.1007/978-3-030-32254-0_24

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-32254-0_24

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-32253-3

  • Online ISBN: 978-3-030-32254-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics