• DocumentCode
    3560779
  • Title

    Volumetric Intraoperative Brain Deformation Compensation: Model Development and Phantom Validation

  • Author

    DeLorenzo, C. ; Papademetris, X. ; Staib, L.H. ; Vives, K.P. ; Spencer, D.D. ; Duncan, J.S.

  • Author_Institution
    Dept. of Psychiatry, Columbia Univ., New York, NY, USA
  • Volume
    31
  • Issue
    8
  • fYear
    2012
  • Firstpage
    1607
  • Lastpage
    1619
  • Abstract
    During neurosurgery, nonrigid brain deformation may affect the reliability of tissue localization based on preoperative images. To provide accurate surgical guidance in these cases, preoperative images must be updated to reflect the intraoperative brain. This can be accomplished by warping these preoperative images using a biomechanical model. Due to the possible complexity of this deformation, intraoperative information is often required to guide the model solution. In this paper, a linear elastic model of the brain is developed to infer volumetric brain deformation associated with measured intraoperative cortical surface displacement. The developed model relies on known material properties of brain tissue, and does not require further knowledge about intraoperative conditions. To provide an initial estimation of volumetric model accuracy, as well as determine the model´s sensitivity to the specified material parameters and surface displacements, a realistic brain phantom was developed. Phantom results indicate that the linear elastic model significantly reduced localization error due to brain shift, from >; 16 mm to under 5 mm, on average. In addition, though in vivo quantitative validation is necessary, preliminary application of this approach to images acquired during neocortical epilepsy cases confirms the feasibility of applying the developed model to in vivo data.
  • Keywords
    biomechanics; biomedical MRI; brain; deformation; diseases; elasticity; medical image processing; phantoms; physiological models; surgery; accurate surgical guidance; biomechanical model; brain linear elastic model; brain phantom; brain tissue material properties; intraoperative brain image; intraoperative cortical surface displacement; intraoperative information; model development; neocortical epilepsy; neurosurgery; nonrigid brain deformation; phantom validation; preoperative image based tissue localization; preoperative image warping; volumetric brain deformation; volumetric intraoperative brain deformation compensation; volumetric model accuracy estimation; Biological system modeling; Brain modeling; Calibration; Cameras; Mathematical model; Surgery; Brain modeling; image processing; image registration; image-guided neurosurgery; Algorithms; Biomechanics; Brain; Game Theory; Humans; Imaging, Three-Dimensional; Models, Neurological; Phantoms, Imaging; Reproducibility of Results; Skull; Surgery, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Medical Imaging, IEEE Transactions on
  • Publisher
    ieee
  • Conference_Location
    5/2/2012 12:00:00 AM
  • ISSN
    0278-0062
  • Type

    jour

  • DOI
    10.1109/TMI.2012.2197407
  • Filename
    6193441