TY - JOUR
T1 - A comparative study of biomechanical simulators in deformable registration of brain tumor images
AU - Zacharaki, Evangelia I.
AU - Hogea, Cosmina S.
AU - Biros, George
AU - Davatzikos, Christos
PY - 2008/3
Y1 - 2008/3
N2 - Simulating the brain tissue deformation caused by tumor growth has been found to aid the deformable registration of brain tumor images. In this paper, we evaluate the impact that different biomechanical simulators have on the accuracy of deformable registration. We use two alternative frameworks for biomechanical simulations of mass effect in 3-D magnetic resonance (MR) brain images. The first one is based on a finite-element model of nonlinear elasticity and unstructured meshes using the commercial software package ABAQUS. The second one employs incremental linear elasticity and regular grids in a fictitious domain method. In practice, biomechanical simulations via the second approach may be at least ten times faster. Landmarks error and visual examination of the coregistered images indicate that the two alternative frameworks for biomechanical simulations lead to comparable results of deformable registration. Thus, the computationally less expensive biomechanical simulator offers a practical alternative for registration purposes.
AB - Simulating the brain tissue deformation caused by tumor growth has been found to aid the deformable registration of brain tumor images. In this paper, we evaluate the impact that different biomechanical simulators have on the accuracy of deformable registration. We use two alternative frameworks for biomechanical simulations of mass effect in 3-D magnetic resonance (MR) brain images. The first one is based on a finite-element model of nonlinear elasticity and unstructured meshes using the commercial software package ABAQUS. The second one employs incremental linear elasticity and regular grids in a fictitious domain method. In practice, biomechanical simulations via the second approach may be at least ten times faster. Landmarks error and visual examination of the coregistered images indicate that the two alternative frameworks for biomechanical simulations lead to comparable results of deformable registration. Thus, the computationally less expensive biomechanical simulator offers a practical alternative for registration purposes.
KW - Biomechanical model
KW - Brain tumor
KW - Deformable registration
KW - Tumor growth simulation
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U2 - 10.1109/TBME.2007.905484
DO - 10.1109/TBME.2007.905484
M3 - Article
C2 - 18334420
AN - SCOPUS:39749174480
SN - 0018-9294
VL - 55
SP - 1233
EP - 1236
JO - IRE transactions on medical electronics
JF - IRE transactions on medical electronics
IS - 3
ER -