Abstract
During stereotactic neurosurgery, the brain shift could affect the accuracy of the procedure. However, this deformation of the brain is not often considered in the pre-operative planning step or intra-operatively, and may lead to surgical complications, side effects or ineffectiveness. In this paper, we present a method to update the pre-operative planning based on a physical simulation of the brain shift. Because the simulation requires unknown input parameters, the method relies on a parameter estimation process to compute the intracranial state that matches the partial data taken from intra-operative modalities. The simulation is based on a biomechanical model of the brain and the cerebro-spinal fluid. In this paper, we show on an anatomical atlas that the method is numerically sound.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Audette, M.A., Siddiqi, K., Ferrie, F.P., Peters, T.M.: An integrated range-sensing, segmentation and registration framework for the characterization of intra-surgical brain deformations in image-guided surgery. Computer Vision and Image Understanding 89(2-3), 226–251 (2003)
Bilger, A., Duriez, C., Cotin, S.: Computation and visualization of risk assessment in deep brain stimulation planning. Studies in Health Technology and Informatics 196, 29–35 (2014)
Chen, I., Coffey, A.M., Ding, S., Dumpuri, P., Dawant, B.M., Thompson, R.C., Miga, M.I.: Intraoperative brain shift compensation: accounting for dural septa. IEEE Transactions on Bio-medical Engineering 58(3), 499–508 (2011)
Elias, W.J., Fu, K.M., Frysinger, R.C.: Cortical and subcortical brain shift during stereotactic procedures. Journal of Neurosurgery 107(5), 983–988 (2007)
Felippa, C., Haugen, B.: A unified formulation of small-strain corotational finite elements: I. Theory. Computer Methods in Applied Mechanics and Engineering 194(21-24), 2285–2335 (2005)
Ferrant, M., Nabavi, A., Macq, B., Black, P.M., Jolesz, F.A., Kikinis, R., Warfield, S.K.: Serial registration of intraoperative MR images of the brain. Medical Image Analysis 6(4), 337–359 (2002)
Sellier, M.: An iterative method for the inverse elasto-static problem. Journal of Fluids and Structures 27(8), 1461–1470 (2011)
Skrinjar, O., Nabavi, A., Duncan, J.: Model-driven brain shift compensation. Medical Image Analysis 6(4), 361–373 (2002)
Slotty, P.J., Kamp, M.A., Wille, C., Kinfe, T.M., Steiger, H.J., Vesper, J.: The impact of brain shift in deep brain stimulation surgery: observation and obviation. Acta Neurochirurgica (August 2012)
Wittek, A., Miller, K., Kikinis, R., Warfield, S.K.: Patient-specific model of brain deformation: application to medical image registration. Journal of Biomechanics 40(4), 919–929 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Bilger, A., Bardinet, É., Fernandez-Vidal, S., Duriez, C., Jannin, P., Cotin, S. (2014). Intra-Operative Registration for Stereotactic Procedures Driven by a Combined Biomechanical Brain and CSF Model. In: Bello, F., Cotin, S. (eds) Biomedical Simulation. ISBMS 2014. Lecture Notes in Computer Science, vol 8789. Springer, Cham. https://doi.org/10.1007/978-3-319-12057-7_9
Download citation
DOI: https://doi.org/10.1007/978-3-319-12057-7_9
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-12056-0
Online ISBN: 978-3-319-12057-7
eBook Packages: Computer ScienceComputer Science (R0)