Skip to main content

Numerical Modeling of Drug Delivery in Organs: From CT Scans to FE Model

  • Conference paper
  • First Online:
Pervasive Computing Paradigms for Mental Health (FABULOUS 2016, MindCare 2016, IIOT 2015)

Abstract

Mass transport within an organ is complex process which occurs through two different domains: networks of blood vessels and surrounding tissue. Consequently, development of a comprehensive transport model remains a challenge. In this paper we showed an application of a recently introduced multi-scale transport model [1, 2], where larger vessels are modeled by simple 1D finite elements. This model couples convective and diffusive transport within complex system consisted of capillaries and tissue, where connection between these fluid (capillaries) and solid (tissue) domains is accomplished by using fictitious 1D elements. In order to apply the developed model, a reconstruction procedure, consisted of: segmentation, skeletonization using augmented FMM method, and diameter recognition within indoor software, is processed. At the end, numerical simulations are performed in order to get the pressure and concentration distribution in the vessel network and surrounding tissue, showed by examples presented in the paper.

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 44.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 60.00
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. Kojic, M., Milosevic, M., Simic, V., Ferrari, M.: A 1D pipe finite element with rigid and deformable walls. J. Serb. Soc. Comput. Mech. 8, 38–53 (2014)

    Article  Google Scholar 

  2. Kojic, M., Milosevic, M., Kojic, N., Starosolski, Z., Ghaghada, K., Serda, R., Annapragada, A., Ferrari, M., Ziemys, A.: A multi-scale FE model for convective-diffusive drug transport within tumor and large vascular networks. Comput. Methods Appl. Mech. Eng. 294, 100–122 (2015)

    Article  MathSciNet  Google Scholar 

  3. Reniers, D., van Wijk, J.J., Telea, A.: Computing multiscale curve and surface skeletons of genus 0 shapes using a global importance measure. IEEE Trans. Visual. Comput. Graph. 14(2), 355–368 (2008)

    Article  Google Scholar 

  4. van Uitert, R., Bitter, I.: Subvoxel precise skeletons of volumetric data base on fast marching methods (2007)

    Google Scholar 

  5. Kojic, M., Filipovic, N., Stojanovic, B., Kojic, N.: Computer Modeling in Bioengineering - Theoretical Background, Examples and Software. Wiley, Chichester (2008)

    Book  Google Scholar 

  6. Kojic, M., Slavkovic, R., Zivkovic, M., Grujovic, N., Filipovic, N.: PAK—Finite Element Program for Linear and Nonlinear Analysis. University of Kragujevac, R&D Center for Bioengineering Kragujevac, Serbia (1998, 2010)

    Google Scholar 

Download references

Acknowledgments

This work was supported in part by the Houston Methodist Research Institute, Ministry of Education and Science of Serbia, grants OI 174028 and III 41007, and City of Kragujevac.

We acknowledge professor Mauro Ferrari from HMRI for overall leadership and guidance, Dr. Eugene Koay from MD Anderson Cancer Center and Sara Errani from HMRI for providing CT images of pancreas and liver.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Miljan Milosevic .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Milosevic, M., Simic, V., Kojic, M. (2018). Numerical Modeling of Drug Delivery in Organs: From CT Scans to FE Model. In: Oliver, N., Serino, S., Matic, A., Cipresso, P., Filipovic, N., Gavrilovska, L. (eds) Pervasive Computing Paradigms for Mental Health. FABULOUS MindCare IIOT 2016 2016 2015. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 207. Springer, Cham. https://doi.org/10.1007/978-3-319-74935-8_12

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-74935-8_12

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-74934-1

  • Online ISBN: 978-3-319-74935-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics