Registration of head volume images using implantable fiducial markers

Describes an extrinsic-point-based, interactive image-guided neurosurgical system designed at Vanderbilt University, Nashville, TN, as part of a collaborative effort among the Departments of Neurological Surgery, Computer Science, and Biomedical Engineering. Multimodal image-to-image (II) and image-to-physical (IP) registration is accomplished using implantable markers. Physical space tracking is accomplished with optical triangulation. The authors investigate the theoretical accuracy of point-based registration using numerical simulations, the experimental accuracy of their system using data obtained with a phantom, and the clinical accuracy of their system using data acquired in a prospective clinical trial by 6 neurosurgeons at 4 medical centers from 158 patients undergoing craniotomies to respect cerebral lesions. The authors can determine the position of their markers with an error of approximately 0.4 mm in X-ray computed tomography (CT) and magnetic resonance (MR) images and 0.3 mm in physical space. The theoretical registration error using 4 such markers distributed around the head in a configuration that is clinically practical is approximately 0.5-0.6 mm. The mean CT-physical registration error for the: phantom experiments is 0.5 mm and for the clinical data obtained with rigid head fixation during scanning is 0.7 mm. The mean CT-MR registration error for the clinical data obtained without rigid head fixation during scanning is 1.4 mm, which is the highest mean error that the authors observed. These theoretical and experimental findings indicate that this system is an accurate navigational aid that can provide real-time feedback to the surgeon about anatomical structures encountered in the surgical field.

[1]  A. Bjork Facial growth in man, studied with the aid of metallic implants. , 1955, Acta odontologica Scandinavica.

[2]  A. Björk Facial growth in man, studied with the aid of metallic implants. , 1955 .

[3]  P. Schönemann,et al.  A generalized solution of the orthogonal procrustes problem , 1966 .

[4]  B. Rune,et al.  Roentgen stereometry with the aid of metallic implants in hemifacial microsomia. , 1983, American journal of orthodontics.

[5]  J. Strohbehn,et al.  A frameless stereotaxic integration of computerized tomographic imaging and the operating microscope. , 1986, Journal of neurosurgery.

[6]  K. S. Arun,et al.  Least-Squares Fitting of Two 3-D Point Sets , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  Y. Kosugi,et al.  An articulated neurosurgical navigation system using MRI and CT images , 1988, IEEE Transactions on Biomedical Engineering.

[8]  G. Selvik Roentgen stereophotogrammetry. A method for the study of the kinematics of the skeletal system. , 1989, Acta orthopaedica Scandinavica. Supplementum.

[9]  E.M. Friets,et al.  A frameless stereotaxic operating microscope for neurosurgery , 1989, IEEE Transactions on Biomedical Engineering.

[10]  Robert L. Galloway,et al.  A three-dimensional locating pointer for stereotactic neurosurgery , 1989, Images of the Twenty-First Century. Proceedings of the Annual International Engineering in Medicine and Biology Society,.

[11]  P. Reed Stereotactic neurosurgery , 2017, Neurosurgery clinics of North America.

[12]  Israel Amir,et al.  Design of Fiducials for Accurate Registration Using Machine Vision , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[13]  Robert J. Maciunas,et al.  A Workstation Platform For Stereotactic Neurosurgical Planning , 1991, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society Volume 13: 1991.

[14]  T. Yoshimine,et al.  A frameless, armless navigational system for computer-assisted neurosurgery. Technical note. , 1991, Journal of neurosurgery.

[15]  J. Michael Fitzpatrick,et al.  A technique for accurate magnetic resonance imaging in the presence of field inhomogeneities , 1992, IEEE Trans. Medical Imaging.

[16]  R. Maciunas,et al.  Interactive image-guided neurosurgery , 1992, IEEE Transactions on Biomedical Engineering.

[17]  Robert J. Maciunas,et al.  Registration of multimodal volume head images via attached markers , 1992, Medical Imaging.

[18]  V. Wedeen,et al.  Brain parenchyma motion: measurement with cine echo-planar MR imaging. , 1992, Radiology.

[19]  Judit Tomas Lewis,et al.  A-mode ultrasonic detection of subcutaneous fiducial markers for image — Physical space registration , 1992, 1992 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[20]  M. Vannier,et al.  Spiral (helical) CT. , 1993, Radiology.

[21]  M. Fitzpatrick A Review of Medical Image Registration , 1993 .

[22]  J. Fitzpatrick,et al.  Estimation of accuracy in localizing externally attached markers in multimodal volume head images , 1993 .

[23]  K. K. Tan,et al.  A frameless stereotactic approach to neurosurgical planning based on retrospective patient-image registration. Technical note. , 1993, Journal of neurosurgery.

[24]  G. Chiorboli,et al.  Comments on "Design of Fiducials for Accurate Registration Using Machine Vision" , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Robert J. Maciunas,et al.  Image display and surgical visualization in interactive image-guided neurosurgery , 1993 .

[26]  Robert L. Galloway,et al.  An optical device for interactive, image-guided neurosurgery , 1993, Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ.

[27]  M. Y. Wang,et al.  Estimation of localization accuracy for markers in multimodal volume images , 1993, Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ.

[28]  M W Vannier,et al.  Spiral CT refines imaging of temporal bone disorders. , 1993, Diagnostic imaging.

[29]  M. Viergever,et al.  Medical image matching-a review with classification , 1993, IEEE Engineering in Medicine and Biology Magazine.

[30]  D. Jones,et al.  A frameless method for stereotactic radiotherapy. , 1993, The British journal of radiology.

[31]  Peter Kazanzides,et al.  An image-directed robotic system for precise orthopaedic surgery , 1994, IEEE Trans. Robotics Autom..

[32]  Robert L. Galloway,et al.  A Single-Point Calibration Technique for a Six Degree-of-Freedom Articulated Arm , 1994, Int. J. Robotics Res..

[33]  W. Kalender,et al.  Determination of the position of nucleus cochlear implant electrodes in the inner ear. , 1994, The American journal of otology.

[34]  D. Hill,et al.  Accurate frameless registration of MR and CT images of the head: applications in planning surgery and radiation therapy. , 1994, Radiology.

[35]  W. Eric L. Grimson,et al.  An automatic registration method for frameless stereotaxy, image guided surgery, and enhanced reality visualization , 1994, 1994 Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.

[36]  G. Wang,et al.  Stair-step artifacts in three-dimensional helical CT: an experimental study. , 1994, Radiology.

[37]  Ge Wang,et al.  Preliminary study on helical CT algorithms for patient motion estimation and compensation , 1995, IEEE Trans. Medical Imaging.

[38]  Calvin R. Maurer,et al.  Design of fiducials for accurate registration of CT and MR volume images , 1995, Medical Imaging.

[39]  L. Smith,et al.  Clinical use of a frameless stereotactic arm: results of 325 cases. , 1995, Journal of neurosurgery.

[40]  T. Kanade,et al.  Accuracy Validation in Image-Guided Orthopaedic Surgery , 1995 .

[41]  P. Cinquin,et al.  Computer-assisted spine surgery: a technique for accurate transpedicular screw fixation using CT data and a 3-D optical localizer. , 1995, Journal of image guided surgery.

[42]  P Munger,et al.  Comparison of relative accuracy between a mechanical and an optical position tracker for image-guided neurosurgery. , 1995, Journal of image guided surgery.

[43]  C. Pelizzari,et al.  Frameless stereotaxy with real-time tracking of patient head movement and retrospective patient-image registration. , 1996, Journal of neurosurgery.

[44]  R.J. Maciunas,et al.  An automatic technique for finding and localizing externally attached markers in CT and MR volume images of the head , 1996, IEEE Transactions on Biomedical Engineering.

[45]  B. Dawant,et al.  Effect of geometrical distortion correction in MR on image registration accuracy. , 1996, Journal of computer assisted tomography.

[46]  Terry M. Peters,et al.  Three-dimensional multimodal image-guidance for neurosurgery , 1996, IEEE Trans. Medical Imaging.

[47]  Richard J. Evans,et al.  Development and preliminary evaluation of VISLAN, a surgical planning and guidance system using intra-operative video imaging , 1996, Medical Image Anal..

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

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