Brain shift estimation in image-guided neurosurgery using 3-D ultrasound

Intraoperative brain deformation is one of the most important causes affecting the overall accuracy of image-guided neurosurgical procedures. One option for correcting for this deformation is to acquire three-dimensional (3-D) ultrasound data during the operation and use this data to update the information provided by the preoperatively acquired MR data. For 12 patients 3-D ultrasound images have been reconstructed from freehand sweeps acquired during neurosurgical procedures. Ultrasound data acquired prior to and after opening the dura, but prior to surgery, have been quantitatively compared to the preoperatively acquired MR data to estimate the rigid component of brain shift at the first stages of surgery. Prior to opening the dura the average brain shift measured was 3.0 mm parallel to the direction of gravity, with a maximum of 7.5 mm, and 3.9 mm perpendicular to the direction of gravity, with a maximum of 8.2 mm. After opening the dura the shift increased on average 0.2 mm parallel to the direction of gravity and 1.4 mm perpendicular to the direction of gravity. Brain shift can be detected by acquiring 3-D ultrasound data during image-guided neurosurgery. Therefore, it can be used as a basis for correcting image data and preoperative planning for intraoperative deformations.

[1]  T Langø,et al.  Stereoscopic navigation-controlled display of preoperative MRI and intraoperative 3D ultrasound in planning and guidance of neurosurgery: new technology for minimally invasive image-guided surgery approaches. , 2003, Minimally invasive neurosurgery : MIN.

[2]  Terry M. Peters,et al.  Level-set surface segmentation and registration for computing intrasurgical deformations , 1999, Medical Imaging.

[3]  H. Hirschberg,et al.  Incorporation of ultrasonic imaging in an optically coupled frameless stereotactic system. , 1997, Acta neurochirurgica. Supplement.

[4]  J M Rubin,et al.  Intraoperative ultrasound examination of the brain. , 1980, Radiology.

[5]  Wiro J Niessen,et al.  Quantitative Evaluation of Three Calibration Methods for 3-D Freehand Ultrasound , 2006, IEEE Transactions on Medical Imaging.

[6]  Colin Studholme,et al.  Steps Toward a Stereo-Camera-Guided Biomechanical Model for Brain Shift Compensation , 2001, IPMI.

[7]  C. Nimsky,et al.  Quantification of, Visualization of, and Compensation for Brain Shift Using Intraoperative Magnetic Resonance Imaging , 2000, Neurosurgery.

[8]  V. van Velthoven,et al.  Intraoperative Ultrasound Imaging: Comparison of Pathomorphological Findings in US Versus CT, MRI and Intraoperative Findings , 2003 .

[9]  R. Kikinis,et al.  Development and implementation of intraoperative magnetic resonance imaging and its neurosurgical applications. , 1997, Neurosurgery.

[10]  A. Jödicke,et al.  Intraoperative three-dimensional ultrasonography: an approach to register brain shift using multidimensional image processing. , 1998, Minimally invasive neurosurgery : MIN.

[11]  Mitchel S. Berger,et al.  Low grade gliomas: comparison of intraoperative ultrasound characteristics with preoperative imaging studies , 1992, Journal of Neuro-Oncology.

[12]  F A Jolesz,et al.  Neuronavigation in interventional MR imaging. Frameless stereotaxy. , 2001, Neuroimaging clinics of North America.

[13]  K. Takakura,et al.  Development of a frameless and armless stereotactic neuronavigation system with ultrasonographic registration. , 1997, Neurosurgery.

[14]  Haiying Liu,et al.  Investigation of intraoperative brain deformation using a 1.5-T interventional MR system: preliminary results , 1998, IEEE Transactions on Medical Imaging.

[15]  W A Hall,et al.  Neuronavigation in interventional MR imaging. Prospective stereotaxy. , 2001, Neuroimaging clinics of North America.

[16]  R D Bucholz,et al.  Three-dimensional localization: from image-guided surgery to information-guided therapy. , 2001, Methods.

[17]  Geirmund Unsgaard,et al.  Neuronavigation by Intraoperative Three-dimensional Ultrasound: Initial Experience during Brain Tumor Resection , 2002, Neurosurgery.

[18]  M. Berger,et al.  Coregistration Accuracy and Detection of Brain Shift Using Intraoperative Sononavigation during Resection of Hemispheric Tumors , 2003, Neurosurgery.

[19]  J. Koivukangas,et al.  Ultrasound-controlled neuronavigator-guided brain surgery. , 1993, Journal of neurosurgery.

[20]  L G Bouchet,et al.  Calibration of three-dimensional ultrasound images for image-guided radiation therapy. , 2001, Physics in medicine and biology.

[21]  C Giorgi,et al.  Preliminary clinical experience with intraoperative stereotactic ultrasound imaging. , 1997, Stereotactic and functional neurosurgery.

[22]  Frans A. Gerritsen,et al.  Postimaging brain distortion: magnitude, correlates, and impact on neuronavigation , 1999 .

[23]  Haiying Liu,et al.  Measurement and analysis of brain deformation during neurosurgery , 2003, IEEE Transactions on Medical Imaging.

[24]  F. Lindseth,et al.  Accuracy evaluation of a 3D ultrasound-based neuronavigation system. , 2002, Computer aided surgery : official journal of the International Society for Computer Aided Surgery.

[25]  E R Laws,et al.  Surgical management of intracranial gliomas--does radical resection improve outcome? , 2003, Acta neurochirurgica. Supplement.

[26]  J. Trobaugh,et al.  Frameless stereotactic ultrasonography: method and applications. , 1994, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[27]  K. Paulsen,et al.  Intraoperatively updated neuroimaging using brain modeling and sparse data. , 1999, Neurosurgery.

[28]  F. Lindseth,et al.  SonoWand, an Ultrasound-based Neuronavigation System , 2000, Neurosurgery.

[29]  Jason Trobaugh,et al.  The correction of stereotactic inaccuracy caused by brain shift using an intraoperative ultrasound device , 1997, CVRMed.

[30]  C. Nimsky,et al.  Intraoperative magnetic resonance imaging with the magnetom open scanner: concepts, neurosurgical indications, and procedures: a preliminary report. , 1998, Neurosurgery.

[31]  Andrew H. Gee,et al.  Stradx: real-time acquisition and visualization of freehand three-dimensional ultrasound , 1999, Medical Image Anal..

[32]  Jitendra Malik,et al.  Scale-Space and Edge Detection Using Anisotropic Diffusion , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[33]  Ron Kikinis,et al.  Registration of 3-d intraoperative MR images of the brain using a finite-element biomechanical model , 2000, IEEE Transactions on Medical Imaging.

[34]  W. Harkness,et al.  Postimaging brain distortion: magnitude, correlates, and impact on neuronavigation. , 1998, Journal of neurosurgery.

[35]  J. J. van Vaals,et al.  Interventional MR with a Hybrid High-Field System , 1998 .

[36]  N. Hata,et al.  Three-Dimensional Optical Flow Method for Measurement of Volumetric Brain Deformation from Intraoperative MR Images , 2000, Journal of computer assisted tomography.

[37]  Terry M. Peters,et al.  Interactive Intra-operative 3D Ultrasound Reconstruction and Visualization , 2002, MICCAI.

[38]  Karl Rohr,et al.  Biomedical Modeling of the Human Head for Physically-based, Non-rigid Image Registration , 1999, IEEE Trans. Medical Imaging.

[39]  Wiro J Niessen,et al.  Interactive multi-scale watershed segmentation of tumors in MR brain images , 2001 .

[40]  K. Paulsen,et al.  A computational model for tracking subsurface tissue deformation during stereotactic neurosurgery , 1999, IEEE Transactions on Biomedical Engineering.

[41]  M. Y. Wang,et al.  Measurement of Intraoperative Brain Surface Deformation Under a Craniotomy , 1998, MICCAI.

[42]  Christos Trantakis,et al.  Iterative neuronavigation using 3D ultrasound. A feasibilty study , 2002 .

[43]  T. Peters,et al.  Intraoperative ultrasound for guidance and tissue shift correction in image-guided neurosurgery. , 2000, Medical physics.

[44]  M M Bonsanto,et al.  Comparison of intraoperative MR imaging and 3D-navigated ultrasonography in the detection and resection control of lesions. , 2001, Neurosurgical focus.

[45]  R. Sawaya,et al.  Use of intraoperative ultrasound for localizing tumors and determining the extent of resection: a comparative study with magnetic resonance imaging. , 1996, Journal of neurosurgery.

[46]  Derek L. G. Hill,et al.  Estimation of intraoperative brain surface movement , 1997, CVRMed.

[47]  J. Patrick Intraoperative Brain Shift and Deformation: A Quantitative Analysis of Cortical Displacement in 28 Cases , 1998 .

[48]  T. Peters Image-guided surgery: From X-rays to Virtual Reality , 2001, Computer methods in biomechanics and biomedical engineering.

[49]  L. Auer,et al.  Intraoperative ultrasound (US) imaging. Comparison of pathomorphological findings in US and CT , 2005, Acta Neurochirurgica.

[50]  Keith D. Paulsen,et al.  Model-updated image guidance: initial clinical experiences with gravity-induced brain deformation , 1999, IEEE Transactions on Medical Imaging.

[51]  Hartmut Dickhaus,et al.  Quantification of brain shift effects by MR-imaging , 1997, Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136).