Three-dimensional optical flow method for measurement of volumetric brain deformation from intraoperative MR images

被引:43
作者
Hata, N
Nabavi, A
Wells, WM
Warfield, SK
Kikinis, R
Black, PM
Jolesz, FA
机构
[1] Brigham & Womens Hosp, Dept Radiol, MRI Div, Boston, MA 02115 USA
[2] Brigham & Womens Hosp, Dept Surg, Div Neurosurg, Boston, MA 02115 USA
[3] Harvard Univ, Sch Med, Boston, MA USA
[4] MIT, Artificial Intelligence Lab, Cambridge, MA 02139 USA
关键词
brain; anatomy; magnetic resonance imaging; techniques; physics and instrumentation;
D O I
10.1097/00004728-200007000-00004
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
A three-dimensional optical flow method to measure volumetric brain deformation from sequential intraoperative MR images and preliminary clinical results from five cases are reported. Intraoperative MR images were scanned before and after dura opening, twice during tumor resection, and immediately after dura closure. The maximum cortical surface shift measured was 11 mm and subsurface shift was 4 mm. The computed deformation field was most satisfactory when the skin was segmented and removed from the images before the optical flow computation.
引用
收藏
页码:531 / 538
页数:8
相关论文
共 17 条
  • [1] PERFORMANCE OF OPTICAL-FLOW TECHNIQUES
    BARRON, JL
    FLEET, DJ
    BEAUCHEMIN, SS
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1994, 12 (01) : 43 - 77
  • [2] BUCHOLTZ R, 1997, CVRMED MRCAS 97
  • [3] BUCHOLTZ R, 1997, CORRECTION STEREOTAX
  • [4] Deformable templates using large deformation kinematics
    Christensen, GE
    Rabbitt, RD
    Miller, MI
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (10) : 1435 - 1447
  • [5] Ewing G.M., 1985, Calculus of Variations with Applications
  • [6] Modeling brain deformations in Alzheimer disease by fluid registration of serial 3D MR images
    Freeborough, PA
    Fox, NC
    [J]. JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1998, 22 (05) : 838 - 843
  • [7] Ganser K A, 1997, Biomed Tech (Berl), V42 Suppl, P247, DOI 10.1515/bmte.1997.42.s2.247
  • [8] Hamming R., 1987, Numerical methods for scientists and engineers
  • [9] Measurement of intraoperative brain surface deformation under a craniotomy
    Hill, DLG
    Maurer, CR
    Maciunas, RJ
    Barwise, JA
    Fitzpatrick, JM
    Wang, MY
    [J]. NEUROSURGERY, 1998, 43 (03) : 514 - 526
  • [10] DETERMINING OPTICAL-FLOW
    HORN, BKP
    SCHUNCK, BG
    [J]. ARTIFICIAL INTELLIGENCE, 1981, 17 (1-3) : 185 - 203