Measurement and analysis of brain deformation during neurosurgery

被引:138
作者
Hartkens, T
Hill, DLG [1 ]
Castellano-Smith, AD
Hawkes, DJ
Maurer, CR
Martin, AJ
Hall, WA
Liu, H
Truwit, CL
机构
[1] Kings Coll London, Guys Hosp, Computat Imaging Sci Grp, London SE1 9RT, England
[2] Kings Coll London, London SE1 9RT, England
[3] Univ Minnesota, Dept Radiol, Minneapolis, MN 55455 USA
[4] Univ Minnesota, Dept Surg, Minneapolis, MN 55455 USA
基金
英国工程与自然科学研究理事会;
关键词
interventional MRI; intraoperative brain deformation; nonrigid image registration;
D O I
10.1109/TMI.2002.806596
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Recent studies have shown that the surface of the brain is deformed by up to 20 mm after the skull is opened during neurosurgery, which could lead to substantial error in commercial image-guided surgery systems. We quantitatively analyze the intraoperative brain deformation of 24 subjects to investigate whether simple rules can describe or predict the deformation. Interventional magnetic resonance images acquired at the start and end of the procedure are registered nonrigidly to obtain deformation values throughout the brain. Deformation patterns are investigated quantitatively with respect to the location and magnitude of deformation, and to the distribution and principal direction of the displacements. We also measure the volume change of the lateral ventricles by manual segmentation. Our study indicates that brain shift occurs predominantly in the hemisphere ipsi-lateral to the craniotomy, and that there is more brain deformation during resection procedures than during biopsy or functional procedures. However, the brain deformation patterns are extremely complex in this group of subjects. This paper quantitatively demonstrates that brain deformation occurs not only at the surface, but also in deeper brain structure, and that the principal direction of displacement does not always correspond with the direction of gravity. Therefore, simple computational algorithms that utilize limited intraoperative information (e.g., brain surface shift) will not always accurately predict brain deformation at the lesion.
引用
收藏
页码:82 / 92
页数:11
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