Projects per year
Abstract
Computational biomechanics of the brain for neurosurgery is an emerging area of research recently gaining in importance and practical applications. This review paper presents the contributions of the Intelligent Systems for Medicine Laboratory and its collaborators to this field, discussing the modeling approaches adopted and the methods developed for obtaining the numerical solutions. We adopt a physics-based modeling approach and describe the brain deformation in mechanical terms (such as displacements, strains, and stresses), which can be computed using a biomechanical model, by solving a continuum mechanics problem. We present our modeling approaches related to geometry creation, boundary conditions, loading, and material properties. From the point of view of solution methods, we advocate the use of fully nonlinear modeling approaches, capable of capturing very large deformations and nonlinear material behavior. We discuss finite element and meshless domain discretization, the use of the total Lagrangian formulation of continuum mechanics, and explicit time integration for solving both time-accurate and steady-state problems. We present the methods developed for handling contacts and for warping 3D medical images using the results of our simulations. We present two examples to showcase these methods: brain shift estimation for image registration and brain deformation computation for neuronavigation in epilepsy treatment.
Original language | English |
---|---|
Article number | e3250 |
Number of pages | 24 |
Journal | International Journal for Numerical Methods in Biomedical Engineering |
Volume | 35 |
Issue number | 10 |
DOIs | |
Publication status | Published - 1 Oct 2019 |
Fingerprint
Dive into the research topics of 'Biomechanical modeling and computer simulation of the brain during neurosurgery'. Together they form a unique fingerprint.Projects
- 6 Finished
-
Towards better neuronavigation in epilepsy surgery: pre-operative MRI to intra-operative CT registration
Miller, K., Warfield, S., Joldes, G. & Wittek, A.
National Health & Medical Research Council NHMRC
1/01/19 → 31/12/22
Project: Research
-
Resection-induced brain shift estimation: biomechanics-based approach
Miller, K., Knuckey, N., Nabavi, A., Joldes, G., Wittek, A. & Kikinis, R.
National Health & Medical Research Council NHMRC
1/01/18 → 31/12/21
Project: Research
-
Biomechanics Meets Robotics: Methods for Accurate and Fast Needle Targeting
Wittek, A., Singh, S., Miller, K., Hannaford, B. & Fichtinger, G.
1/01/16 → 31/03/22
Project: Research